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Reliability Of Alphafold Vs Experimental Structure

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Reviews

17

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Simpatico: accurate and ultra-fast virtual drug screening with atomic embeddings

2025

Gaiser, Jeremiah; Wheeler, Travis J.

DOI

Protein Science Meets Artificial Intelligence: A Systematic Review and a Biochemical Meta-Analysis of an Inter-Field

2022 Frontiers in Bioengineering and Biotechnology

Villalobos-Alva, Jalil; Ochoa-Toledo, Luis; Villalobos-Alva, Mario Javier et al.

DOI

Comprehensive Survey of Recent Drug Discovery Using Deep Learning

2021 International Journal of Molecular Sciences

Kim, Jintae; Park, Sera; Min, Dongbo et al.

DOI

Revolutionizing Medicinal Chemistry: The Application of Artificial Intelligence (AI) in Early Drug Discovery

2023 Pharmaceuticals

Han, Ri, Yoon, Hongryul, Kim, Gahee, Lee, Hyundo, Lee, Yoonji

DOI

Novel computational pipelines in antiviral structure‑based drug design (Review)

2022 Biomedical Reports

Diakou, Io; Papakonstantinou, Eleni; Papageorgiou, Louis et al.

DOI

AI-Driven Molecular Design and Screening for Drug Discovery

2025 INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT

G, Tani Carmel Raj T, Shastry, K. Aditya

DOI

An overview of recent advances and challenges in predicting compound-protein interaction (CPI)

2023 Medical Review

Li, Yanbei; Fan, Zhehuan; Rao, Jingxin et al.

DOI

Are Deep Learning Structural Models Sufficiently Accurate for Virtual Screening? Application of Docking Algorithms to Al

2022

Díaz-Rovira, Anna M.; Martín, Helena; Beuming, Thijs et al.

DOI

ImmuneBuilder: Deep-Learning models for predicting the structures of immune proteins

2023 Communications Biology

Abanades, Brennan; Wong, Wing Ki; Boyles, Fergus et al.

DOI

PandoraRLO: DQN and Graph convolution based method for optimized ligand pose

2023

Jose, Justin; Alam, Ujjaini; Singh, Divye et al.

DOI

DrugHIVE: Target-specific spatial drug design and optimization with a hierarchical generative model

2023

Weller, Jesse A.; Rohs, Remo

DOI

Review: Applications of Machine Learning in Computer-Aided Drug Discovery — R0/PR3

2022

Turzo, SM Bargeen Alam; Hantz, Eric R.; Lindert, Steffen et al.

DOI

Applications of artificial intelligence and machine learning in pharmaceutical domain: A comprehensive review

2023 World Journal of Biology Pharmacy and Health Sciences

Arivanantham, Sathishkumar, Sekar, Praveen, Sundhararajan, Naveena, Nagalingam,

DOI

An Updated Review on Developing Small Molecule Kinase Inhibitors Using Computer-Aided Drug Design Approaches

2023 International Journal of Molecular Sciences

Li, Linwei; Liu, Song‐Tao; Bi, Wang et al.

DOI

Application of Mathematical Modeling and Computational Tools in the Modern Drug Design and Development Process

2022 Molecules

Hasan, Md. Rifat; Alsaiari, Ahad Amer; Fakhurji, Burhan Zain et al.

DOI

Review: Modeling peptide-protein complexes: docking, simulations and machine learning — R0/PR2

2022

Mondal, Arup; Chang, Liwei; Pérez, Alberto

DOI

Before and after AlphaFold2: An overview of protein structure prediction

2023 Frontiers in Bioinformatics

Bertoline, Letícia M. F.; Lima, Angélica N.; Krieger, José Eduardo et al.

DOI

Metadata Only

275

AI-Enhanced Adaptive Virtual Screening Platform Enabling Exploration of 69 Billion Molecules Discovers Structurally Vali

2023 DOI

Fully flexible molecular alignment enables accurate ligand structure modelling

2023 DOI

Simulation and Machine Learning Methods for Ion-Channel Structure Determination, Mechanistic Studies and Drug Design

2022 Frontiers in Pharmacology DOI

Searching for New Z-DNA/Z-RNA Binding Proteins Based on Structural Similarity to Experimentally Validated Zα Domain

2022 International Journal of Molecular Sciences DOI

Computational Approaches Drive Developments in Immune-Oncology Therapies for PD-1/PD-L1 Immune Checkpoint Inhibitors

2023 International Journal of Molecular Sciences DOI

Therapeutic Potential of Natural Products in the Treatment of Schistosomiasis

2023 Molecules DOI

The Prediction of LptA and LptC Protein–Protein Interactions and Virtual Screening for Potential Inhibitors

2024 Molecules DOI

Riluzole, a Derivative of Benzothiazole as a Potential Anti-Amoebic Agent against Entamoeba histolytica

2023 Pharmaceuticals DOI

Computer simulation of molecular recognition in biomolecular system: from in silico screening to generalized ensembles

2022 Biophysical Reviews DOI

Navigating the landscape of enzyme design: from molecular simulations to machine learning

2024 Chemical Society Reviews DOI

Molecular determinants of antagonist interactions with chemokine receptors CCR2 and CCR5

2023 DOI

Fast and accurate modeling and design of antibody-antigen complex using tFold

2024 DOI

Towards a Truly General Intermolecular Binding Affinity Calculator for Drug Discovery & Design

2023 Preprints.org DOI

Protein Function Analysis through Machine Learning

2022 Biomolecules DOI

Virtual Screening of Peptide Libraries: The Search for Peptide-Based Therapeutics Using Computational Tools

2024 International Journal of Molecular Sciences DOI

Emerging Pharmacotherapeutic Strategies to Overcome Undruggable Proteins in Cancer

2023 International Journal of Biological Sciences DOI

Computer-Aided Drug Design towards New Psychotropic and Neurological Drugs

2023 Molecules DOI

Opportunities and Challenges for In Silico Drug Discovery at Delta Opioid Receptors

2022 Pharmaceuticals DOI

Recent Progress of Protein Tertiary Structure Prediction

2024 Molecules DOI

Quality Assessment of Selected Protein Structures Derived from Homology Modeling and AlphaFold

2023 Pharmaceuticals DOI

Computer-Aided Drug Design and Drug Discovery: A Prospective Analysis

2023 Pharmaceuticals DOI

A Comprehensive Computational Insight into the PD-L1 Binding to PD-1 and Small Molecules

2024 Pharmaceuticals DOI

A Shortcut from Genome to Drug: The Employment of Bioinformatic Tools to Find New Targets for Gastric Cancer Treatment

2023 Pharmaceutics DOI

ML-Driven Approach to Discovery of Peptide-Based BACE1 Inhibitors

2025 International journal of high school research DOI

The Recent Advances in the Approach of Artificial Intelligencetowards Medicine Discovery

2025 International Journal of Pharmaceutical Research and Applications DOI

FABind+: Enhancing Molecular Docking through Improved Pocket Prediction and Pose Generation

2024 arXiv (Cornell University) DOI

EquiCPI: SE(3)-Equivariant Geometric Deep Learning for Structure-Aware Prediction of Compound-Protein Interactions

2025 arXiv (Cornell University) DOI

Enhancing Ligand Pose Sampling for Molecular Docking

2023 arXiv.org DOI

Artificial Intelligence and Machine Learning Approaches for Target-Based Drug Discovery: A Focus on GPCR-Ligand Interact

2025 Journal of applied science and environmental management DOI

EQUIBIND: A geometric deep learning-based protein-ligand binding prediction method

2023 Drug Discoveries & Therapeutics DOI

The Role of Artificial Intelligence in Drug Discovery

2025 Zenodo (CERN European Organization for Nuclear Research) DOI

Machine Learning-Driven Anticancer Drug Discovery: From Virtual Screening to Preclinical Validation

2025 Advances in Engineering Technology Research DOI

Protein Structure Prediction Tools and Computational Approaches

2023 Fusion of Multidisciplinary Research An International Journal DOI

FlowDock: Geometric Flow Matching for Generative Protein-Ligand Docking and Affinity Prediction.

2025 PubMed

The Role of Artificial Intelligence in Drug Discovery

2025 Zenodo (CERN European Organization for Nuclear Research) DOI

Structure-guided computational insecticide discovery targeting <i>β</i>-N-acetyl-D-hexosaminidase of <i>Ostrinia furnaca

2023 Figshare DOI

Role of Chemoinformatics and Machine Learning in Drug Repurposing

2025 Drug repurposing DOI

Fundamentals of Molecular Docking and Comparative Analysis of Protein–Small-Molecule Docking Approaches

2022 Biomedical engineering DOI

Structure-guided computational insecticide discovery targeting <i>β</i>-N-acetyl-D-hexosaminidase of <i>Ostrinia furnaca

2023 Figshare DOI

RAPID-Net: Accurate Pocket Identification for Binding-Site-Agnostic Docking.

2025 Journal of chemical information and modeling DOI

Biomolecular Modeling and Simulation: A Prospering Multidisciplinary Field

2021 Annual Review of Biophysics DOI

Exploration and augmentation of pharmacological space via adversarial auto-encoder model for facilitating kinase-centric

2021 Journal of Cheminformatics DOI

Identification of Potential WSB1 Inhibitors by AlphaFold Modeling, Virtual Screening, and Molecular Dynamics Simulation

2022 Evidence-based complementary and alternative medicine : eCAM DOI

List of the compounds selected from propolis.

2025 Figshare DOI

Learnt representations of proteins can be used for accurate prediction of small molecule binding sites on experimentally

2024 Journal of Cheminformatics DOI

KIFC1 inhibition: Exploring the potential of propolis-derived small molecules for targeting cancer progression through i

2025 PLoS ONE DOI

Stepwise schematic workflow of the present study.

2025 Figshare DOI

AI-Assisted chemical probe discovery for the understudied Calcium-Calmodulin Dependent Kinase, PNCK

2023 PLoS Computational Biology DOI

End-to-end sequence-structure-function meta-learning predicts genome-wide chemical-protein interactions for dark protein

2023 PLoS Computational Biology DOI

Modeling Protein-Ligand Interactions with Graph Convolutional Networks for Interpretable Pharmaceutical Discovery

2022 Research Square (Research Square) DOI

Exploration of Dark Chemical Genomics Space viaPortal Learning: Applied to Targeting theUndruggable Genome and COVID-19

2021 Research Square (Research Square) DOI

Accurate Protein-Ligand Complex Structure Prediction using Geometric Deep Learning

2022 DOI

One substrate many enzymes virtual screening uncovers missing genes of carnitine biosynthesis in human and mouse.

2024 Nature communications DOI

Lira: Rotational Invariant Shape and Electrostatic Descriptors for Small Molecules based on Real Spherical Harmonics

2023 Research Square (Research Square) DOI

3DinforCPI: Enhancing Efficiency of Compound-Protein Interaction Prediction Through Novel Perspectives on Multi-level In

2023 Research Square (Research Square) DOI

DynamicBind: predicting ligand-specific protein-ligand complex structure with a deep equivariant generative model

2024 Nature Communications DOI

Inferring molecular inhibition potency with AlphaFold predicted structures

2024 Scientific Reports DOI

Structure prediction of protein-ligand complexes from sequence information with Umol

2023 DOI

Sequence-based drug design using transformers

2023 Research Square (Research Square) DOI

PackDock: a Diffusion Based Side Chain Packing Model for Flexible Protein-Ligand Docking

2024 DOI

Revolutionizing Healthcare: AI-driven Innovations in Drug Development and Personalized Medicine

2025 Current pharmacogenomics and personalized medicine (Online)/Current pharmacogenomics and personalized medicine DOI

Computational Approaches to Molecular Docking and Protein Modeling in Drug Discovery

2025 Journal of Drug Delivery and Therapeutics DOI

Conformational changes in the AdeB transmembrane efflux pump by amphiphilic peptide Mastoparan-B, down-regulates express

2023 DOI

Evaluation of AlphaFold-derived Structures for Earlystage Virtual Screening: Utility and Limitations

2026 DOI

Comparative structural insights and functional analysis for the distinct unbound states of Human AGO proteins

2024 Research Square (Research Square) DOI

Poxviridae Protein kinases as targets for control of LSDV , Monkeypox like outbreaks

2023 DOI

Automated benchmarking of combined protein structure and ligand conformation prediction

2023 DOI

Cosolvent and Dynamic Effects in Binding Pocket Search by Docking Simulations

2021 DOI

DeepPocket: Ligand Binding Site Detection and Segmentation using 3D Convolutional Neural Networks

2021 DOI

zPoseScore model for accurate and robust protein-ligand docking pose scoring in CASP15

2023 DOI

Uni-Mol: A Universal 3D Molecular Representation Learning Framework

2023 DOI

Benchmarking Refined and Unrefined AlphaFold2 Structures for Hit Discovery

2023 Journal of Chemical Information and Modeling DOI

Induced-Fit Docking Enables Accurate Free Energy Perturbation Calculations in Homology Models

2022 DOI

Addressing sub-optimal poses in non-equilibrium alchemical calculations

2023 DOI

How good are AlphaFold models for docking-based virtual screening?

2022 DOI

Benchmarking Refined and Unrefined AlphaFold2 Structures for Hit Discovery

2023 Journal of Chemical Information and Modeling DOI

Using AlphaFold and Experimental Structures for the Prediction of the Structure and Binding Affinities of GPCR Complexes

2023 DOI

Augmentation of Structure Information to the Sequence-Based Machine Learning-Assisted Directed Protein Evolution

2023 DOI

Comparative Structure-Based Virtual Screening Utilizing Optimized AlphaFold Model Identifies Selective HDAC11 Inhibitor.

2024 International journal of molecular sciences DOI

DSDPFlex: An Improved Flexible-Receptor Docking Method with GPU Acceleration

2023 DOI

Comparative Structure-Based Virtual Screening Utilizing Optimized AlphaFold Model Identifies Selective HDAC11 Inhibitor.

2024 International journal of molecular sciences DOI

Augmentation of Structure Information to the Sequence-Based Machine Learning-Assisted Directed Protein Evolution

2024 DOI

DSDPFlex: An Improved Flexible-Receptor Docking Method with GPU Acceleration

2023 DOI

A Protein-Ligand Interaction-focused 3D Molecular Generative Framework for Generalizable Structure-based Drug Design

2023 DOI

Using AlphaFold and Experimental Structures for the Prediction of the Structure and Binding Affinities of GPCR Complexes

2023 DOI

A Computational Workflow for Refining AF2 Models in Drug Design Using Kinetic and Thermodynamic Binding Calculations: A

2023 DOI

Deep Learning Strategies for Enhanced Molecular Docking and Virtual Screening

2023 DOI

Guided docking as a data generation approach facilitates structure-based machine learning on kinases

2023 DOI

Using AlphaFold and Experimental Structures for the Prediction of the Structure and Binding Affinities of GPCR Complexes

2023 DOI

Augmentation of Structure Information to the Sequence-Based Machine Learning-Assisted Directed Protein Evolution

2024 DOI

Utilization of AlphaFold Models for Drug Discovery: Feasibility and Challenges. Histone Deacetylase 11 as a Case Study

2023 DOI

ACFIS 2.0: an improved web-server for fragment-based drug discovery via a dynamic screening strategy

2023 Nucleic Acids Research DOI

SH2db, an information system for the SH2 domain

2023 Nucleic Acids Research DOI

BioLiP2: an updated structure database for biologically relevant ligand–protein interactions

2023 Nucleic Acids Research DOI

SARS-CoV-2 3D database: understanding the coronavirus proteome and evaluating possible drug targets

2020 Briefings in Bioinformatics DOI

Proteins Plus : a comprehensive collection of web-based molecular modeling tools

2022 Nucleic Acids Research DOI

Extracellular loop 2 of G protein-coupled olfactory receptors is critical for odorant recognition

2021 DOI

Generative AI in drug discovery and development: the next revolution of drug discovery and development would be directed

2024 Annals of Medicine and Surgery DOI

Transferability of Geometric Patterns from Protein Self-Interactions to Protein-Ligand Interactions

2021 DOI

AlphaDrug: protein target specific de novo molecular generation

2022 PNAS Nexus DOI

Assessing Protein Homology Models with Docking Reproducibility

2022 DOI

Enhanced compound-protein binding affinity prediction by representing protein multimodal information via a coevolutionar

2022 DOI

AlphaFold Models Illuminate Half of Dark Human Proteins

2021 bioRxiv DOI

Ligand Binding Prediction using Protein Structure Graphs and Residual Graph Attention Networks

2022 DOI

Computational model of the full-length TSH receptor

2022 DOI

AI-Assisted chemical probe discovery for the understudied Calcium-Calmodulin Dependent Kinase, PNCK

2023 PLoS Computational Biology DOI

TANKBind: Trigonometry-Aware Neural NetworKs for Drug-Protein Binding Structure Prediction

2022 DOI

PrePCI: A structure- and chemical similarity-informed database of predicted protein compound interactions

2022 DOI

Binding Site-enhanced Sequence Pretraining and Out-of-cluster Meta-learning Predict Genome-Wide Chemical-Protein Interac

2022 DOI

Widely Used and Fast De Novo Drug Design by a Protein Sequence-Based Reinforcement Learning Model

2022 DOI

Inhibiting a promiscuous GPCR: iterative discovery of bitter taste receptor ligands

2022 DOI

BindingSiteAugmentedDTA: Enabling A Next-Generation Pipeline for Interpretable Prediction Models in Drug-Repurposing

2022 DOI

PIsToN: Evaluating Protein Binding Interfaces with Transformer Networks

2023 DOI

The structure, catalytic mechanism, and inhibitor identification of phosphatidylinositol remodeling MBOAT7

2022 DOI

Challenges in antibody structure prediction

2022 DOI

Investigating the conformational landscape of AlphaFold2-predicted protein kinase structures

2023 Bioinformatics Advances DOI

End-to-end protein–ligand complex structure generation with diffusion-based generative models

2023 BMC Bioinformatics DOI

Discovery of a cryptic pocket in the AI-predicted structure of PPM1D phosphatase explains the binding site and potency o

2023 Frontiers in molecular biosciences DOI

Structural insights into the heterotrimeric alternatively spliced P2X7 receptors

2023 DOI

Assessment of AlphaFold structures and optimization methods for virtual screening

2023 DOI

Flexible protein–protein docking with a multitrack iterative transformer

2023 Protein Science DOI

Learnt representations of proteins can be used for accurate prediction of small molecule binding sites on experimentally

2024 Journal of Cheminformatics DOI

Exploring the Druggable Conformational Space of Protein Kinases Using AI-Generated Structures

2023 DOI

Design of Cyclic Peptides Targeting Protein–Protein Interactions Using AlphaFold

2023 International Journal of Molecular Sciences DOI

PSICHIC: physicochemical graph neural network for learning protein-ligand interaction fingerprints from sequence data

2023 DOI

EquiScore: A generic protein-ligand interaction scoring method integrating physical prior knowledge with data augmentati

2023 DOI

Interpreting Molecular Dynamics Forces as Deep Learning Gradients Improves Quality Of Predicted Protein Structures

2023 DOI

Generalized Biomolecular Modeling and Design with RoseTTAFold All-Atom

2023 DOI

Graph Attention Site Prediction (GrASP): Identifying Druggable Binding Sites Using Graph Neural Networks with Attention

2023 DOI

GTExome: Modeling commonly expressed missense mutations in the human genome

2023 DOI

Structure prediction of protein-ligand complexes from sequence information with Umol

2023 DOI

AlphaFold2 structures template ligand discovery

2023 DOI

Towards the accurate modelling of antibody-antigen complexes from sequence using machine learning and information-driven

2023 DOI

Sequence-based drug design using transformers

2023 DOI

A new paradigm for applying deep learning to protein–ligand interaction prediction

2024 Briefings in Bioinformatics DOI

Benchmarking Reverse Docking through AlphaFold2 Human Proteome

2023 DOI

Molecular dynamics of outer membrane-embedded polysaccharide secretion porins reveals closed resting-state surface gates

2023 DOI

SurfDock is a Surface-Informed Diffusion Generative Model for Reliable and Accurate Protein-ligand Complex Prediction

2023 DOI

PackDock: a Diffusion Based Side Chain Packing Model for Flexible Protein-Ligand Docking

2024 DOI

SAXS DATA BASED GLYCOSYLATED MODELS OF HUMAN ALPHA-1-ACID GLYCORPROTEIN, A KEY PLAYER IN HEALTH, DISEASE AND DRUG CIRCUL

2024 DOI

Applying multi-state modeling using AlphaFold2 for kinases and its application for ensemble screening

2024 DOI

PPIscreenML: Structure-based screening for protein-protein interactions using AlphaFold

2024 DOI

Comprehensive detection and characterization of human druggable pockets through novel binding site descriptors

2024 DOI

Protein language models are performant in structure-free virtual screening

2024 DOI

AlphaFold 3-enabled in silico exploration of PGAM1 interactions in cancer

2025 DOI

Recent Developments in Ultralarge and Structure-Based Virtual Screening Approaches

2023 Annual Review of Biomedical Data Science DOI

Tunable and Portable Extreme-Scale Drug Discovery Platform at Exascale

2023 DOI

BioMolFormer: A Novel Approach to Molecular Generation with SELFIES and Monte Carlo Tree Search

2024 DOI

Evaluation of AlphaFold2 structures as docking targets

2022 Protein Science DOI

The role of cholesterol binding in the control of cholesterol by the Scap–Insig system

2022 European Biophysics Journal DOI

zPoseScore model for accurate and robust protein–ligand docking pose scoring in CASP15

2023 Proteins Structure Function and Bioinformatics DOI

Protein‐Ligand Structure and Affinity Prediction in CASP16 Using a Geometric Deep Learning Ensemble and Flow Matching

2025 Proteins Structure Function and Bioinformatics DOI

Toward physics‐based precision medicine: Exploiting protein dynamics to design new therapeutics and interpret variants

2024 Protein Science DOI

Keeping pace with the explosive growth of chemical libraries with structure‐based virtual screening

2023 Wiley Interdisciplinary Reviews Computational Molecular Science DOI

The effects of nature‐inspired amino acid substitutions on structural and biochemical properties of the <i>E. coli</i> L

2023 Protein Science DOI

AlphaFold Kinase Optimizer: Enhancing Virtual Screening Performance Through Automated Refinement of AlphaFold-Based Kina

2026 Proteins DOI

Drug repurposing for SARS-CoV-2: a high-throughput molecular docking, molecular dynamics, machine learning, and DFT stud

2022 Journal of Materials Science DOI

Evaluating GPCR modeling and docking strategies in the era of deep learning-based protein structure prediction.

2023 Computational and structural biotechnology journal DOI

Fungal Foe Unveiled: AlphaFold-based 3D structure prediction of Rhizopus delemar 1,3-β-Glucan synthase and virtual scree

2026 In silico pharmacology DOI

Beyond sequence: Structure-based machine learning

2022 Computational and Structural Biotechnology Journal DOI

Identification of novel compounds against Trypanosoma cruzi using AlphaFold structures.

2025 Computational and structural biotechnology journal DOI

AI protein structure prediction-based modeling and mutagenesis of a protostome receptor and peptide ligands reveal key r

2022 Journal of Biological Chemistry DOI

Monomeric and dimeric states of human ZO1-PDZ2 are functional partners of the SARS-CoV-2 E protein

2023 Computational and Structural Biotechnology Journal DOI

Identification of probable inhibitors for the DNA polymerase of the Monkeypox virus through the virtual screening approa

2023 International journal of biological macromolecules DOI

Binding affinity between coronavirus spike protein and human ACE2 receptor

2024 Computational and Structural Biotechnology Journal DOI

AlphaFold illuminates half of the dark human proteins.

2022 Current Opinion in Structural Biology DOI

A Structure-Based Approach for Predicting Odor Similarity of Molecules via Docking Simulations with Human Olfactory Rece

2025 ACS Omega DOI

RAPID-Net: Accurate Pocket Identification for Binding-Site-Agnostic Docking.

2025 Journal of chemical information and modeling DOI

Structure-Based Drug Design with a Deep Hierarchical Generative Model.

2024 Journal of chemical information and modeling DOI

‘Druggability’ of the Per–Arnt–Sim (PAS) domains of human PAS domain kinase, a therapeutic target for metabolic and live

2024 QRB Discovery DOI

Perspectives on Computational Enzyme Modeling: From Mechanisms to Design and Drug Development

2024 ACS Omega DOI

Natural Product-Inspired Bis(trifluoromethyl) Phenyl Hydroxycinnamate Derivatives as Promising Nonsteroidal Inhibitors o

2025 ACS Omega DOI

RAPID-Net: Accurate Pocket Identification for Binding-Site-AgnosticDocking

2025 Figshare DOI

Discovery of Chemical Scaffolds as Lysophosphatidic Acid Receptor 1 Antagonists: Virtual Screening, In Vitro Validation,

2023 ACS Omega DOI

Computational approaches streamlining drug discovery

2023 Nature DOI

CACHE (Critical Assessment of Computational Hit-finding Experiments): A public–private partnership benchmarking initiati

2022 Nature Reviews Chemistry DOI

AI is a viable alternative to high throughput screening: a 318-target study

2024 Scientific Reports DOI

A highly accurate metadynamics-based Dissociation Free Energy method to calculate protein–protein and protein–ligand bin

2022 Scientific Reports DOI

Computational biology assisted exploration of phytochemicals derived natural inhibitors to block BZLF1 gene activation o

2024 Scientific Reports DOI

Inferring molecular inhibition potency with AlphaFold predicted structures

2024 Scientific Reports DOI

Augmented BindingNet dataset for enhanced ligand binding pose predictions using deep learning

2025 npj Drug Discovery. DOI

Accelerating drug discovery for Disease X <i>via</i> an AlphaFold2 driven drug repositioning strategy

2025 Physical Chemistry Chemical Physics DOI

A chronotherapeutics-applicable multi-target therapeutics based on AI: Example of therapeutic hypothermia

2022 Briefings in Bioinformatics DOI

Deep learning guided high-throughput virtual screening for in vitro antibody maturation

2025 BIO Web of Conferences DOI

AI in drug design: evolution or revolution?

2025 Emerging Topics in Life Sciences DOI

Computational methods directed towards drug repurposing for COVID-19: advantages and limitations

2021 RSC Advances DOI

The impact of structural bioinformatics tools and resources on SARS-CoV-2 research and therapeutic strategies

2020 Briefings in Bioinformatics DOI

Artificial Intelligence-based database for prediction of protein structure and their alterations in ocular diseases

2023 Database DOI

Pocket to concavity: a tool for the refinement of protein–ligand binding site shape from alpha spheres

2023 Bioinformatics DOI

PredictONCO: a web tool supporting decision-making in precision oncology by extending the bioinformatics predictions wit

2023 Briefings in Bioinformatics DOI

Structure-guided computational insecticide discovery targeting β-N-acetyl-D-hexosaminidase of Ostrinia furnacalis.

2024 Journal of biomolecular structure & dynamics DOI

MulinforCPI: enhancing precision of compound–protein interaction prediction through novel perspectives on multi-level in

2023 Briefings in Bioinformatics DOI

A new paradigm for applying deep learning to protein–ligand interaction prediction

2024 Briefings in Bioinformatics DOI

Guided docking as a data generation approach facilitates structure-based machine learning on kinases

2023 DOI

Utilization of an Optimized AlphaFold Protein Model for Structure-Based Design of a Selective HDAC11 Inhibitor with Anti

2024 DOI

AlphaFold meets de novo drug design: leveraging structural protein information in multi-target molecular generative mode

2024 DOI

Docking-informed machine learning for kinome wide affinity prediction

2024 DOI

Deep Learning Strategies for Enhanced Molecular Docking and Virtual Screening

2023 DOI

AlphaFold meets de novo drug design: leveraging structural protein information in multi-target molecular generative mode

2024 DOI

İLAÇ TASARIMINDA YAPAY ZEKÂ UYGULAMALARI

2023 Ankara Universitesi Eczacilik Fakultesi Dergisi DOI

Application of vision transformers to protein-ligand affinity prediction.

2025 DOI

The use of machine learning-based sequential virtual screening in the search of new ligands of 5-HT6 receptor

2023 Farmacja polska DOI

Structure-Guided Computational Approaches to Unravel Druggable Proteomic Landscape of Mycobacterium leprae

2021 Frontiers in Molecular Biosciences DOI

The Use of AlphaFold for In Silico Exploration of Drug Targets in the Parasite Trypanosoma cruzi

2022 Frontiers in Cellular and Infection Microbiology DOI

NeuralDock: Rapid and Conformation-Agnostic Docking of Small Molecules

2022 Frontiers in Molecular Biosciences DOI

Essential Dynamics Ensemble Docking for Structure-Based GPCR Drug Discovery

2022 Frontiers in Molecular Biosciences DOI

Discovery of a cryptic pocket in the AI-predicted structure of PPM1D phosphatase explains the binding site and potency o

2023 Frontiers in molecular biosciences DOI

Structural modeling of antibody variable regions using deep learning—progress and perspectives on drug discovery

2023 Frontiers in Molecular Biosciences DOI

Recent Progress in Antibody Epitope Prediction

2023 Antibodies DOI

Predicting the Assembly of the Transmembrane Domains of Viral Channel Forming Proteins and Peptide Drug Screening Using

2022 Biomolecules DOI

Multitasking Na+/Taurocholate Cotransporting Polypeptide (NTCP) as a Drug Target for HBV Infection: From Protein Enginee

2022 Biomedicines DOI

Conjecturing about Small-Molecule Agonists and Antagonists of α4β1 Integrin: From Mechanistic Insight to Potential Thera

2024 Biomedicines DOI

Discovery and Characterization of Two Selective Inhibitors for a Mu-Class Glutathione S-Transferase of 25 kDa from Taeni

2024 Biomolecules DOI

Evaluation of Myocilin Variant Protein Structures Modeled by AlphaFold2

2023 Biomolecules DOI

Conformational Dynamics of the Receptor-Binding Domain of the SARS-CoV-2 Spike Protein

2022 Biomedicines DOI

Using AlphaFold Predictions in Viral Research

2023 Current Issues in Molecular Biology DOI

Artificial Intelligence in Aptamer–Target Binding Prediction

2021 International Journal of Molecular Sciences DOI

Machine Learning Assisted Approach for Finding Novel High Activity Agonists of Human Ectopic Olfactory Receptors

2021 International Journal of Molecular Sciences DOI

A Comprehensive Mapping of the Druggable Cavities within the SARS-CoV-2 Therapeutically Relevant Proteins by Combining P

2020 International Journal of Molecular Sciences DOI

Structure Prediction, Evaluation, and Validation of GPR18 Lipid Receptor Using Free Programs

2022 International Journal of Molecular Sciences DOI

Estimating the Similarity between Protein Pockets

2022 International Journal of Molecular Sciences DOI

Structural Modifications Introduced by NS2B Cofactor Binding to the NS3 Protease of the Kyasanur Forest Disease Virus.

2023 International journal of molecular sciences DOI

Substrate Recognition Properties from an Intermediate Structural State of the UreA Transporter

2022 International Journal of Molecular Sciences DOI

Identification of Potential Druggable Targets and Structure-Based Virtual Screening for Drug-like Molecules against the

2023 International Journal of Molecular Sciences DOI

Pharmacoinformatic Investigation of Silymarin as a Potential Inhibitor against Nemopilema nomurai Jellyfish Metalloprote

2023 International Journal of Molecular Sciences DOI

Pharmacological Chaperones and Protein Conformational Diseases: Approaches of Computational Structural Biology

2023 International Journal of Molecular Sciences DOI

Identification of Catechins’ Binding Sites in Monomeric Aβ42 through Ensemble Docking and MD Simulations

2023 International Journal of Molecular Sciences DOI

Inhibitor Trapping in N-Myristoyltransferases as a Mechanism for Drug Potency

2023 International Journal of Molecular Sciences DOI

Comparative Structure-Based Virtual Screening Utilizing Optimized AlphaFold Model Identifies Selective HDAC11 Inhibitor.

2024 International journal of molecular sciences DOI

Target Prediction by Multiple Virtual Screenings: Analyzing the SARS-CoV-2 Phenotypic Screening by the Docking Simulatio

2023 International Journal of Molecular Sciences DOI

Design of Cyclic Peptides Targeting Protein–Protein Interactions Using AlphaFold

2023 International Journal of Molecular Sciences DOI

Efficient Refinement of Complex Structures of Flexible Histone Peptides Using Post-Docking Molecular Dynamics Protocols

2024 International Journal of Molecular Sciences DOI

Anopheles gambiae Trehalase Inhibitors for Malaria Vector Control: A Molecular Docking and Molecular Dynamics Study

2022 Insects DOI

Identifying Residues for Substrate Recognition in Human GPAT4 by Molecular Dynamics Simulations

2024 International Journal of Molecular Sciences DOI

P-Loop Channels: Experimental Structures, and Physics-Based and Neural Networks-Based Models

2022 Membranes DOI

Bioactive Phytoconstituents as Potent Inhibitors of Tyrosine-Protein Kinase Yes (YES1): Implications in Anticancer Thera

2022 Molecules DOI

Drug Design: Where We Are and Future Prospects

2021 Molecules DOI

Protein–Ligand Docking in the Machine-Learning Era

2022 Molecules DOI

Neuropeptides, New Ligands of SARS-CoV-2 Nucleoprotein, a Potential Link between Replication, Inflammation and Neurotran

2022 Molecules DOI

Identification of Disalicyloyl Curcumin as a Potential DNA Polymerase Inhibitor for Marek’s Disease Herpesvirus: A Compu

2023 Molecules DOI

Solubilization, purification, and characterization of the hexameric form of phosphatidylserine synthase from Candida alb

2023 Journal of Biological Chemistry DOI

Modeling the Orthosteric Binding Site of the G Protein-Coupled Odorant Receptor OR5K1

2022 DOI

Drug design and repurposing with a sequence-to-drug paradigm

2022 DOI

Applying atomistic neural networks to bias conformer ensembles towards bioactive-like conformations

2023 Journal of Cheminformatics DOI

Structural Insight into Geranylgeranyl Diphosphate Synthase (GGDPS) for Cancer Therapy

2023 Molecular Cancer Therapeutics DOI

Deep contrastive learning enables genome-wide virtual screening.

2026 Science (New York, N.Y.) DOI

In silico studies of the open form of human tissue transglutaminase

2024 Research Square (Research Square) DOI

Prediction of protein–ligand binding affinity via deep learning models

2024 Briefings in Bioinformatics DOI

In silico discovery of potent inhibitors against monkeypox’s major structural proteins

2023 Journal of Biomolecular Structure and Dynamics DOI

FlowDock: Geometric Flow Matching for Generative Protein-Ligand Docking and Affinity Prediction

2024 arXiv.org DOI

TopoQA: a topological deep learning-based approach for protein complex structure interface quality assessment.

2025 Briefings in bioinformatics DOI

Neural Networks to Calculate CDK2 Inhibition.

2026 Methods in molecular biology (Clifton, N.J.) DOI

SAnDReS 2.0: Development of machine-learning models to explore the scoring function space.

2024 Journal of computational chemistry DOI

Critical assessment of methods of protein structure prediction ( CASP )—Round XV

2023 Proteins Structure Function and Bioinformatics DOI

In silico screening of IMPPAT-derived phytochemicals targeting ERG6 and drug resistance–associated proteins in drug-resi

2026 In Silico Pharmacology DOI

Quantum chemical optimization and residue-specific stabilization of CDK20 inhibitors in hepatocellular carcinoma.

2025 Molecular diversity DOI

Binding mode of brazzein to the taste receptor based on crystal structure and docking simulation.

2022 Biochemical and biophysical research communications DOI

An Integrated Computational and Biophysical Approach for Investigating the Structure-Function Impact of blaOXA-58 Mutati

2026 Molecular biotechnology DOI

Structure of epoxide hydrolase 2 from Mangifera indica throws light on the substrate specificity determinants of plant e

2024 Biochemical and biophysical research communications DOI

Structure-based identification of small molecule inhibitors targeting trigger factor and peptidyl prolyl cis/trans isome

2025 Journal of Molecular Graphics and Modelling DOI

An automated pipeline integrating AlphaFold 2 and MODELLER for protein structure prediction

2023 Computational and Structural Biotechnology Journal DOI

Computational modeling and prediction of deletion mutants.

2023 Structure (London, England : 1993) DOI

In-Silico targeting of SARS-CoV-2 NSP6 for drug and natural products repurposing.

2022 Virology DOI

Benchmarking Refined and Unrefined AlphaFold2 Structures for Hit Discovery

2023 Journal of Chemical Information and Modeling DOI

Combining AlphaFold with Focused Virtual Library Design in the Development of Novel CCR2 and CCR5 Antagonists.

2025 Journal of chemical information and modeling DOI

Assessing AlphaFold 3 for Per- and Polyfluoroalkyl Substances Docking in Protein Structures

2025 Environmental Science & Technology DOI

Integrating Machine Learning into Free Energy Perturbation Workflows

2025 Journal of Chemical Information and Modeling DOI

AlphaFold2 versus experimental structures: evaluation on G protein-coupled receptors

2022 Acta Pharmacologica Sinica DOI

In-silico design of Multi-Epitope Vaccine Against Glioblastoma Using Tumor-Associated Antigens and TLR Agonist Adjuvants

2025 DOI

New computational methods to study the relationship between protein structure and function

2022 DOI

In-silico analysis of papain fibrinolytic mechanism from Carica papaya

2025 Asia-Pacific Journal of Molecular Biology and Biotechnology DOI

Modeling study of the HlyBD-TolC hemolysin secretion system using the AI-based structural prediction and molecular dynam

2023 Korean Society for Structural Biology DOI

Applications of reinforcement learning, machine learning, and virtual screening in SARS-CoV-2-related proteins

2024 Computing and Artificial Intelligence DOI

Atomistic simulations identify the Tetrandrine as potent anti-malarial drug candidate against Plasmodium falciparum targ

2026 Journal of molecular graphics & modelling DOI

AlphaFold accelerated discovery of psychotropic agonists targeting the trace amine-associated receptor 1.

2024 Science advances DOI

Needs Review

41
No corresponding author in OpenAlex
2025 Pharmaceutics DOI
seja@sdu.dk, mariap@sdu.dk, cun@sdu.dk
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2023 Genomics & Informatics DOI
anjalig@bub.ernet.in
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2022 Journal of Cheminformatics DOI
medinajl@unam.mx
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2022 Molecular Systems Biology DOI
jimjc@mit.edu
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2025 Preprints.org DOI
hr6998@wayne.edu
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z2jzk@zju.edu.cn
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2023 European Biophysics Journal DOI
joanna.panecka@uw.edu.pl
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2022 Scientific Reports DOI
shruthiv@ncbs.res.in
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2025 Scientific reports DOI
mmhslama@gmail.com
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2022 Frontiers in Bioinformatics DOI
perez@chem.u
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2025 Clinics and Practice DOI
erenogut@yahoo.com.tr, eren.ogut@medeniyet.edu.tr
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paloma.tejera@upm.es, belen.otero@upm.es, alejandro.rg@upm.es
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2022 BMC Genomics DOI
lizhen0130@gmail.com
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2023 Applied Biological Chemistry DOI
kslee@cup.ac.kr
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2023 PLoS ONE DOI
richardye@cuhk.edu.cn
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2023 Chemical Science DOI
alex@insilico.com, alan@aspuru.com
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2024 Faraday Discussions DOI
jeremy.harvey@kuleuven.be
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2021 DOI
hegedus@hegelab.org
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2022 DOI
sam00mb@gmail.com
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2022 DOI
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2022 DOI
yarovoy@ucdavis.edu
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2023 DOI
istvan.kolossvary@psivant.com, woody.sherman@psivant.com
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2024 Bioinformatics DOI
brookscl@umich.edu
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2023 DOI
rdanoop@umn.edu, ambikab@umn.edu
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2023 DOI
jake.odonnell@uq.edu.au
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2022 Cellular and Molecular Life Sciences DOI
hegedus@hegelab.org
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2022 QRB Discovery DOI
perez@chem.ufl.edu
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2023 Nature Communications DOI
grbowman@seas.upenn.edu
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2024 Nature Communications DOI
simonsnitz@gmail.com
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2023 Nature Communications DOI
Roman.Rodionov@uniklinikum-dresden.de
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2022 Scientific Reports DOI
ruben@sanbi.ac.za
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2024 Frontiers in Pharmacology DOI
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2025 Biomolecules DOI
jachung1107@gmail.com, hh2763@nyu.edu, ef2588@nyu.edu
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2023 Biosensors DOI
pperalta-yahya@chemistry.gatech.edu
No corresponding author in OpenAlex
2022 International Journal of Molecular Sciences DOI
glv_1999@ciencias.unam.mx
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2024 International journal of molecular sciences DOI
d_belinskaya@mail.ru, n_shestakova@list.ru, kamila_sam22@mail.ru
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2026 International journal of molecular sciences DOI
structure@kookmin.ac.kr
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2024 JURNAL AGRONOMI TANAMAN TROPIKA (JUATIKA) DOI
inda_setyawati@apps.ipb.ac.id
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2024 arXiv.org DOI
acmwhb@missouri.edu, journals.permissions@oup.com
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2023 DOI
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2024 DOI

Previously Contacted

8

Li, Yi

yili@dali.edu.cn

2 papers
View
2024 BMC Bioinformatics DOI
View
2023 Preprints.org DOI

Deane, Charlotte M.

deane@stats.ox.ac.uk

2 papers
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2023 Journal of Cheminformatics DOI
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2023 DOI

Hy, Truong Son

TruongSon.Hy@indstate.edu

2 papers
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2023 Research Square (Research Square) DOI
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2024 DOI

Ziqian; Zhi, Degui

Degui.Zhi@uth.tmc.edu

2 papers
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2025 Communications Chemistry DOI
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2025 Communications Chemistry DOI

Author Found

60
Roberto; Contestabile, Roberto; Percudani

roberto.contestabile@uniroma1.it

2024 Nature communications
DOI
Yaqin Zhang, Wei Zhang

wei_zhang@mail.tsinghua.edu.cn

2025 bioRxiv
DOI
Wei, Guo‐Wei

weig@msu.edu

2024
DOI
Qi, Xin

qixin@usts.edu.cn

2024 Molecules
DOI
Zeng, Xin

xinzeng@dali.edu.cn

2023 Molecules
DOI
Cui, Lun

luncui@cczu.edu.cn

2024 Molecules
DOI
Fantacuzzi, Marialuigia

marialuigia.fantacuzzi@unich.it

2024 Pharmaceuticals
DOI
Jha, Anupam Nath

anjha@tezu.ernet.in

2022 IntechOpen eBooks
DOI
Zou, Yutong

zouyt23@mail2.sysu.edu.cn

2025 Journal of Translational Medicine
DOI
Kim, Pora

pora.kim@uth.tmc.edu

2022
DOI
Pinheiro, Vitor B.

vitor.pinheiro@kuleuven.be

2022
DOI
Dror, Ron O.

ron.dror@stanford.edu

2022
DOI
Giri, Rajanish

rajanishgiri@iitmandi.ac.in.

2022
DOI
Chen, He

chenhe3g@me.com

2024
DOI
Najmanovich, Rafael

rafael.najmanovich@umontreal.ca

2025
DOI
Wang, Jipeng

jipengwang@fudan.edu.cn

2025
DOI
Tanoli, Ziaurrehman

ziaurrehman.tanoli@helsinki.fi

2024
DOI
Zhang, Yinghui

slzhang@simm.ac.cn

2023 Nature Communications
DOI
Azhar, Esam I.

eazhar@kau.edu.sa

2023 Scientific Reports
DOI
Li, Xutong

lixutong@simm.ac.cn

2023 Nature Computational Science
DOI
Ilari, Andrea

andrea.ilari@cnr.it

2025 Frontiers in Chemical Biology
DOI
Bian, Yuemin

ybian@broadinstitute.org

2023 Frontiers in Molecular Biosciences
DOI
Pastore, Annalisa

annalisa.pastore@elettra.eu

2025 Frontiers in Molecular Biosciences
DOI
Oh, Yeonsu

yeonoh@kangwon.ac.kr

2024 Animals
DOI
Gromiha, M. Michael

gromiha@iitm.ac.in

2024 BioMedInformatics
DOI
Pinzi, Luca

luca.pinzi@unimore.it

2023 International Journal of Molecular Sciences
DOI
Malay; Lahiri, Tapobrata

tlahiri@iiita.ac.in.

2023
DOI
Marián; Hoksza, David

david.hoksza@matfyz.cuni.cz

2023
DOI
Anna; Goverde, Casper A.; Ovchinnikov

casper.goverde@epfl.ch

2023
DOI
Lan; Liu, Wei

weiliu@mcw.edu

2023
DOI
Daniel G.; Chai, Li

lchai@bwh.harvard.edu

2024
DOI
2024
DOI
Tiago; Uppugunduri, Chakradhara Rao S.; Ansari

Chakradhara.Uppugunduri@unige.ch

2022 BMC Molecular and Cell Biology
DOI
Alex M.; Durrant, Jacob D.

durrantj@pitt.edu

2023 BMC Biology
DOI
Hao; Chen, Yong Q.; Chen

haiqinchen@jiangnan.edu.cn

2022 AMB Express
DOI
Li, Wei

wli148@aucklanduni.ac.nz

2022 Preprints.org
DOI
2025 Scientific Reports
DOI
2022 Chemical Science
DOI
Vaithyanathan, Prakash

pvaithyanathan@gmail.com

2021
DOI
Youjun; Pei, Jianfeng; Lai

jfpei@pku.edu.cn

2022
DOI
Chuan; Li, Hui; Song

lihui@biomap.com

2023
DOI
Xu; Liu, Xin; Xia

xliu@mail.hust.edu.cn

2023
DOI
Ding, Xiaozhe; Chen

xding@caltech.edu

2023
DOI
2023
DOI
John; Raugei, Simone; Kumar

simone.raugei@pnnl.gov

2023
DOI
Finke, Felicitas; Hungerland

felicitas.finke@uni-oldenburg.de

2025 Molecular diversity
DOI
Fuping; Deng, Dong; Chiang

dengd@scu.edu.cn

2021 Nature Communications
DOI
Alexey; Cherezov, Vadim

cherezov@usc.edu

2022 Nature Communications
DOI
2022 Scientific Reports
DOI
Zheng, Zheng; Zhang

johnzhengzz@whut.edu.cn

2025 Scientific reports
DOI
Sandeep; Tanwar, Pranay

pranaytanwar@gmail.com

2022 Frontiers in Nutrition
DOI
Luis F.; Giraldo, Patricia

patricia.giraldo@upm.es

2023 Biomolecules
DOI
Zhang, Jian; Qian

jianzhang@xynu.edu.cn

2024 Biomolecules
DOI
Roosevelt Alves da; Fulco, Umberto L.

umbertofulco@gmail.com

2023 Biophysica
DOI
Niazi, Sarfaraz K.; Mariam

niazi@niazi.com

2024 BioMedInformatics
DOI
Natalia; Soares, Franciela Arenhart; Steinbüchel

franciela.arenhart-soares@p.lodz.pl

2022 International Journal of Molecular Sciences
DOI
Tomozumi; Chang, Weizhong

weizhong.chang@nih.gov

2024 International Journal of Molecular Sciences
DOI
Amara; Ranganathan, Shoba

shoba.ranganathan@mq.edu.au

2024 International Journal of Molecular Sciences
DOI
Colleen E.; Vorobyov, Igor

ivorobyov@ucdavis.edu

2024
DOI
Arora, Smriti; Patra

smriti.arora@ddn.upes.ac.in

2022
DOI