Journal of Chemical Information and Modeling

Papers
(The TQCC of Journal of Chemical Information and Modeling is 10. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)
ArticleCitations
Do Go Chasing Waterfalls: Enoyl Reductase (FabI) in Complex with Inhibitors Stabilizes the Tetrameric Structure and Opens Water Channels947
Pliability in the m6A-Binding Region Extends Druggability of YTH Domains537
Hysteresis Elimination for an Anisotropic Liquid-Crystal Model via Molecule Design and Replica-Exchange Optimization279
Accurately Computing the Interacted Volume of Molecules over Their 3D Mesh Models224
Global Analysis of Heme Proteins Elucidates the Correlation between Heme Distortion and the Heme-Binding Pocket194
Variability of the DNA Backbone Geometry in DNA–Protein Complexes: Experimental Data Analysis194
Streamlining NMR Chemical Shift Predictions for Intrinsically Disordered Proteins: Design of Ensembles with Dimensionality Reduction and Clustering141
CHARMM36 All-Atom Gas Model for Lipid Nanobubble Simulation141
Defending Antiviral Cationic Amphiphilic Drugs That May Cause Drug-Induced Phospholipidosis138
HSQC Spectra Simulation and Matching for Molecular Identification131
Microscopic Heterogeneity Driven by Molecular Aggregation and Water Dynamics in Aqueous Osmolyte Solutions127
Large Language Model for Automating the Analysis of Cryoprotectants126
Improving Bond Dissociations of Reactive Machine Learning Potentials through Physics-Constrained Data Augmentation125
Quantum Chemical Characterization of Rotamerism in Thio-Michael Additions for Targeted Covalent Inhibitors119
Improved Structure-Based Histidine pKa Prediction for pH-Responsive Protein Design119
Pore Structure Compartmentalization for Advanced Characterization of Metal–Organic Framework Materials113
Unraveling the Influence of Osmolytes on Water Hydrogen-Bond Network: From Local Structure to Graph Theory Analysis103
Optimal Compound Downselection To Promote Diversity and Parallel Chemistry92
Property-Oriented Reverse Design of Hydrocarbon Fuels Based on c-infoGAN91
Pathfinder─Navigating and Analyzing Chemical Reaction Networks with an Efficient Graph-Based Approach91
Tree-Invent: A Novel Multipurpose Molecular Generative Model Constrained with a Topological Tree91
MACAW: An Accessible Tool for Molecular Embedding and Inverse Molecular Design90
Molecular Dynamics (MD)-Derived Features for Canonical and Noncanonical Amino Acids85
AI-Accelerated Design of Targeted Covalent Inhibitors for SARS-CoV-283
Revealing the Formation Dynamics of Janus Polymer Particles: Insights from Experiments and Molecular Dynamics81
Spatially Resolved Uncertainties for Machine Learning Potentials81
Hybrid QM/MM Free-Energy Evaluation of Drug-Resistant Mutational Effect on the Binding of an Inhibitor Indinavir to HIV-1 Protease78
Introducing SpaceGA: A Search Tool to Accelerate Large Virtual Screenings of Combinatorial Libraries78
Identification of Small-Molecule Antagonists Targeting the Growth Hormone Releasing Hormone Receptor (GHRHR)75
Kinetic Barrier to Enzyme Inhibition Is Manipulated by Dynamical Local Interactions in E. coli DHFR75
Exploring Protein–Protein Docking Tools: Comprehensive Insights into Traditional and Deep-Learning Approaches74
CHARMM-GUI Ligand Designer for Template-Based Virtual Ligand Design in a Binding Site74
Similarities and Differences in Ligand Binding to Protein and RNA Targets: The Case of Riboflavin74
Evaluation of Small-Molecule Binding Site Prediction Methods on Membrane-Embedded Protein Interfaces73
Identification of Potential Aldose Reductase Inhibitors Using Convolutional Neural Network-Based in Silico Screening72
Clustering Protein Binding Pockets and Identifying Potential Drug Interactions: A Novel Ligand-Based Featurization Method72
QM/MM Study of the Metabolic Oxidation of 6′,7′-Dihydroxybergamottin Catalyzed by Human CYP3A4: Preferential Formation of the γ-Ketoenal Product in Mechanism-Based Inactivation71
Characterization of Type I/II g-C3N4/MoS2 van der Waals Heterostructures: A New Theoretical Insight71
Can Protein Structure Prediction Methods Capture Alternative Conformations of Membrane Transporters?70
Evaluation of Open-Source Large Language Models for Metal–Organic Frameworks Research69
Natural Language Processing Methods for the Study of Protein–Ligand Interactions69
Can Pretrained Models Really Learn Better Molecular Representations for AI-Aided Drug Discovery?69
Exploring Aromatic Cage Flexibility Using Cosolvent Molecular Dynamics Simulations─An In-Silico Case Study of Tudor Domains69
Determination of Hydrogen Bonds in GROMACS: A New Implementation to Overcome Memory Limitation67
Impact of Phosphorylation on the Physiological Form of Human alpha-Synuclein in Aqueous Solution63
Discovery and Validation of the Binding Poses of Allosteric Fragment Hits to Protein Tyrosine Phosphatase 1b: From Molecular Dynamics Simulations to X-ray Crystallography60
Integrated Approach to Identify Selective PTP1B Inhibitors Targeting the Allosteric Site59
Explainable Graph Neural Networks with Data Augmentation for Predicting pKa of C–H Acids57
Quantum Descriptors for Predicting and Understanding the Structure–Activity Relationships of Michael Acceptor Warheads55
Open Binding Pose Metadynamics: An Effective Approach for the Ranking of Protein–Ligand Binding Poses55
The Often-Overlooked Power of Summary Statistics in Exploratory Data Analysis: Comparison of Pattern Recognition Entropy (PRE) to Other Summary Statistics and Introduction of Divided Spectrum-PRE (DS-54
Structure–Function Analysis of Resistance to Bamlanivimab by SARS-CoV-2 Variants Kappa, Delta, and Lambda54
Vina-CUDA: An Efficient Program with in-Depth Utilization of GPU to Accelerate Molecular Docking54
Predicting the Binding of Small Molecules to Proteins through Invariant Representation of the Molecular Structure54
Mining Knowledge from Crystal Structures: Oxidation States of Oxygen-Coordinated Metal Atoms in Ionic and Coordination Compounds54
SSIPTools: Software and Methodology for Surface Site Interaction Point (SSIP) Approach and Applications53
FEP Augmentation as a Means to Solve Data Paucity Problems for Machine Learning in Chemical Biology53
Exploration, Representation, and Rationalization of the Conformational Phase Space of N-Glycans52
TFRegNCI: Interpretable Noncovalent Interaction Correction Multimodal Based on Transformer Encoder Fusion52
Machine Learning Modeling and Insights into the Structural Characteristics of Drug-Induced Neurotoxicity51
Correction to “Structural Insights into Characterizing Binding Sites in Epidermal Growth Factor Receptor Kinase Mutants”51
QSAR Modeling Based on Conformation Ensembles Using a Multi-Instance Learning Approach50
Recommendations to Improve Text-Based Representation Systems for Polyolefins50
Improved Prediction of Ligand–Protein Binding Affinities by Meta-modeling50
State Ensemble Energy Recognition (SEER): A Hybrid Gas-Phase Molecular Charge State Predictor50
Esterase Sequence Composition Patterns for the Identification of Catalytic Triad Microenvironment Motifs50
De Novo Design of Molecules with Multiaction Potential from Differential Gene Expression using Variational Autoencoder50
DeePMD-GNN: A DeePMD-kit Plugin for External Graph Neural Network Potentials49
E2EATP: Fast and High-Accuracy Protein–ATP Binding Residue Prediction via Protein Language Model Embedding48
Gex2SGen: Designing Drug-like Molecules from Desired Gene Expression Signatures48
Screening and Biological Evaluation of Soluble Epoxide Hydrolase Inhibitors: Assessing the Role of Hydrophobicity in the Pharmacophore-Guided Search of Novel Hits47
Issue Publication Information45
Identification of New Human P2X7 Antagonists Using Ligand- and Structure-Based Virtual Screening45
Issue Editorial Masthead45
Issue Publication Information45
A Self-Consistent Approach to Rotamer and Protonation State Assignments (RAPA): Moving Beyond Single Protein Configurations44
Machine Learning and Structural Dynamics-Based Approach to Reveal Molecular Mechanism of PTEN Missense Mutations Shared by Cancer and Autism Spectrum Disorder44
PoSSuM v.3: A Major Expansion of the PoSSuM Database for Finding Similar Binding Sites of Proteins44
Mechanistic Modeling of Lys745 Sulfonylation in EGFR C797S Reveals Chemical Determinants for Inhibitor Activity and Discriminates Reversible from Irreversible Agents44
Boosting the Accuracy and Chemical Space Coverage of the Detection of Small Colloidal Aggregating Molecules Using the BAD Molecule Filter44
ProtTeX: Structure-In-Context Reasoning and Editing of Proteins with Large Language Models44
VMD as a Platform for Interactive Small Molecule Preparation and Visualization in Quantum and Classical Simulations44
Bioactive Natural Products Identification Using Automation of Molecular Networking Software44
Band Gap and Reorganization Energy Prediction of Conducting Polymers by the Integration of Machine Learning and Density Functional Theory43
Mechanisms and Opportunities for Rational In Silico Design of Enzymes to Degrade Per- and Polyfluoroalkyl Substances (PFAS)42
molli: A General Purpose Python Toolkit for Combinatorial Small Molecule Library Generation, Manipulation, and Feature Extraction42
Apax: A Flexible and Performant Framework for the Development of Machine-Learned Interatomic Potentials42
Transmembrane Protease Serine 2 Proteolytic Cleavage of the SARS-CoV-2 Spike Protein: A Mechanistic Quantum Mechanics/Molecular Mechanics Study to Inspire the Design of New Drugs To Fight the COVID-1942
Fast, Comprehensive, and User Customizable Macromolecule Interface Analysis with FACE2FACE42
ProtChat: An AI Multi-Agent for Automated Protein Analysis Leveraging GPT-4 and Protein Language Model41
Diffusion Models in De Novo Drug Design41
From Black Boxes to Actionable Insights: A Perspective on Explainable Artificial Intelligence for Scientific Discovery41
Cyclosporin A: Conformational Complexity and Chameleonicity41
GENERA: A Combined Genetic/Deep-Learning Algorithm for Multiobjective Target-Oriented De Novo Design41
Locating Multiple Transition Pathways for Complex Biomolecules40
Systematic Comparison of the Structural and Dynamic Properties of Commonly Used Water Models for Molecular Dynamics Simulations40
Identification of Small-Molecule Inhibitors for Enterovirus A71 IRES by Structure-Based Virtual Screening40
Advances and Challenges in De Novo Drug Design Using Three-Dimensional Deep Generative Models40
PMODiff: Physics-Informed Multi-Objective Optimization Diffusion Model for Protein-Specific 3D Molecule Generation39
Interaction of Radiopharmaceuticals with Somatostatin Receptor 2 Revealed by Molecular Dynamics Simulations39
Knowledge-Based Artificial Intelligence System for Drug Prioritization39
Interpreting Neural Network Models for Toxicity Prediction by Extracting Learned Chemical Features39
Evaluating Scalable Supervised Learning for Synthesize-on-Demand Chemical Libraries39
Deep-Learning-Based Integration of Sequence and Structure Information for Efficiently Predicting miRNA–Drug Associations39
RLSynC: Offline–Online Reinforcement Learning for Synthon Completion39
Hybrid Diffusion Model for Stable, Affinity-Driven, Receptor-Aware Peptide Generation39
RPI-EDLCN: An Ensemble Deep Learning Framework Based on Capsule Network for ncRNA–Protein Interaction Prediction38
Correction to “XGraphBoost: Extracting Graph Neural Network-Based Features for a Better Prediction of Molecular Properties”38
Recent Advances in the Modeling of Ionic Liquids Using Artificial Neural Networks38
SARS-CoV-2 Spike Protein Mutations and Escape from Antibodies: A Computational Model of Epitope Loss in Variants of Concern37
ProBiS-Dock: A Hybrid Multitemplate Homology Flexible Docking Algorithm Enabled by Protein Binding Site Comparison37
SDBA: Score Domain-Based Attention for DNA N4-Methylcytosine Site Prediction from Multiperspectives37
Correction to “Physics-Informed Deep Learning Approach for Reintroducing Atomic Detail in Coarse-Grained Configurations of Multiple Poly(lactic acid) Stereoisomers”37
KnoMol: A Knowledge-Enhanced Graph Transformer for Molecular Property Prediction36
Martignac: Computational Workflows for Reproducible, Traceable, and Composable Coarse-Grained Martini Simulations36
ESPDHot: An Effective Machine Learning-Based Approach for Predicting Protein–DNA Interaction Hotspots36
Toward Developing Techniques─Agnostic Machine Learning Classification Models for Forensically Relevant Glass Fragments36
Molecular Determinants of EphA2 and EphB2 Antagonism Enable the Design of Ligands with Improved Selectivity36
Community Reaction Network Reduction for Constructing a Coarse-Grained Representation of Combustion Reaction Mechanisms35
Scoring Conformational Metastability of Macrocyclic Peptides with Binding Pose Metadynamics35
Promiscuity and Quantitative Contribution of UGT2B17 in Drug and Steroid Metabolism Determined by Experimental and Computational Approaches35
Predicting the Likelihood of Molecules to Act as Modulators of Protein–Protein Interactions35
The Use of Glycan Ensemble Structures and Nonpolar Surface Area Distributions for Correlating with Liquid Chromatography Retention Times35
Discovery of P2Y2 Receptor Antagonist Scaffolds through Virtual High-Throughput Screening35
TIRESIA: An eXplainable Artificial Intelligence Platform for Predicting Developmental Toxicity35
Holo Protein Conformation Generation from Apo Structures by Ligand Binding Site Refinement35
Perturbation Free-Energy Toolkit: An Automated Alchemical Topology Builder35
Fuzz Testing Molecular Representation Using Deep Variational Anomaly Generation35
Internal Normal Mode Analysis Applied to RNA Flexibility and Conformational Changes35
DFRscore: Deep Learning-Based Scoring of Synthetic Complexity with Drug-Focused Retrosynthetic Analysis for High-Throughput Virtual Screening35
af3cli: Streamlining AlphaFold3 Input Preparation35
Atomic-Level View of the Functional Transition in Vertebrate Hemoglobins: The Case of Antarctic Fish Hbs35
Computational Study on the Catalytic Mechanism of UstD Catalyzing the Synthesis of γ-Hydroxy-α-Amino Acids35
Special Issue on Reaction Informatics and Chemical Space34
Hybrid Machine Learning and Experimental Studies of Antiviral Potential of Ionic Liquids against P100, MS2, and Phi634
On the Choice of Active Site Sequences for Kinase-Ligand Affinity Prediction34
Toward Compilation of Balanced Protein Stability Data Sets: Flattening the ΔΔG Curve through Systematic Enrichment34
Is AMOEBA a Good Force Field for Molecular Dynamics Simulations of Carbohydrates?33
Uncertainty Quantification and Temperature Scaling Calibration for Protein-RNA Binding Site Prediction33
Recognition Mechanisms between a Nanobody and Disordered Epitopes of the Human Prion Protein: An Integrative Molecular Dynamics Study33
EKGDR: An End-to-End Knowledge Graph-Based Method for Computational Drug Repurposing33
MMPD-DTA: Integrating Multi-Modal Deep Learning with Pocket-Drug Graphs for Drug-Target Binding Affinity Prediction33
E46K Mutation of α-Synuclein Preorganizes the Intramolecular Interactions Crucial for Aggregation33
De Novo Drug Design Using Reinforcement Learning with Graph-Based Deep Generative Models33
A Multimodal Deep Learning Framework for Predicting PPI-Modulator Interactions33
PolyConstruct: Adapting Biomolecular Simulation Pipelines for Polymers with PolyBuild, PolyConf, and PolyTop33
Immobilization of Cellulase Enzymes on Single-Walled Carbon Nanotubes for Recycling of Enzymes and Better Yield of Bioethanol Using Computer Simulations33
Computational Prediction of ω-Transaminase Specificity by a Combination of Docking and Molecular Dynamics Simulations33
LISTER: Semiautomatic Metadata Extraction from Annotated Experiment Documentation in eLabFTW33
MOINER: A Novel Multiomics Early Integration Framework for Biomedical Classification and Biomarker Discovery32
Virtual Screening in the Cloud Identifies Potent and Selective ROS1 Kinase Inhibitors32
Automated Construction of Neural Network Potential Energy Surface: The Enhanced Self-Organizing Incremental Neural Network Deep Potential Method32
Evaluation of AlphaFold2 Structures for Hit Identification across Multiple Scenarios32
Augmented Reality, a Review of a Way to Represent and Manipulate 3D Chemical Structures32
PPDock: Pocket Prediction-Based Protein–Ligand Blind Docking32
CHARMM-GUI-Based Induced Fit Docking Workflow to Generate Reliable Protein–Ligand Binding Modes32
Computational Exploration of the Inhibitory Mechanism of mRNA against the Phase Separation of hnRNPA2 Low Complexity Domains32
Can Focusing on One Deep Learning Architecture Improve Fault Diagnosis Performance?32
Catalyst Design and Feature Engineering to Improve Selectivity and Reactivity in Two Simultaneous Cross-Coupling Reactions31
HergSPred: Accurate Classification of hERG Blockers/Nonblockers with Machine-Learning Models31
Issue Editorial Masthead31
Sequential Contrastive and Deep Learning Models to Identify Selective Butyrylcholinesterase Inhibitors31
First-Principles Modeling of Protein/Surface Interactions. Polyglycine Secondary Structure Adsorption on the TiO2 (101) Anatase Surface Adopting a Full Periodic Approach31
Identification of New Carbonic Anhydrase VII Inhibitors by Structure-Based Virtual Screening30
ChatGPT Combining Machine Learning for the Prediction of Nanozyme Catalytic Types and Activities30
OpticalBERT and OpticalTable-SQA: Text- and Table-Based Language Models for the Optical-Materials Domain30
Molecular Basis of the Substrate Specificity of Phosphotriesterase from Pseudomonas diminuta: A Combined QM/MM MD and Electron Density Study30
Allosteric Modulation of Membrane Proteins by Small Low-Affinity Ligands30
PROTACable Is an Integrative Computational Pipeline of 3-D Modeling and Deep Learning To Automate the De Novo Design of PROTACs30
Unified Deep Learning Model for Multitask Reaction Predictions with Explanation30
Issue Publication Information30
Atomic Polarizabilities for Interactive Dipole Induction Models29
NesT-NABind: a Nested Transformer for Nucleic Acid-Binding Site Prediction on Protein Surface29
Transcriptionally Conditional Recurrent Neural Network for De Novo Drug Design29
Preventing AI From Creating Biochemical Threats29
Investigating Ligand-Mediated Conformational Dynamics of Pre-miR21: A Machine-Learning-Aided Enhanced Sampling Study29
BNM-CDGNN: Batch Normalization Multilayer Perceptron Crystal Distance Graph Neural Network for Excellent-Performance Crystal Property Prediction29
Integrative Computational Analysis of Common EXO5 Haplotypes: Impact on Protein Dynamics, Genome Stability, and Cancer Progression29
Validating Small-Molecule Force Fields for Macrocyclic Compounds Using NMR Data in Different Solvents28
All-Atom Simulations Uncover Structural and Dynamical Properties of STING Proteins in the Membrane System28
Ring Repeating Unit: An Upgraded Structure Representation of Linear Condensation Polymers for Property Prediction28
Multiscale Modeling of Phosphate···π Contacts in RNA U-Turns Exposes Differences between Quantum-Chemical and AMBER Force Field Descriptions28
Gaussian Process Approach to Constructing Transferable Force Fields for Thiolate-Protected Gold Nanoclusters28
Umbrella Sampling Simulations Measure Switch Peptide Binding and Hydrophobic Patch Opening Free Energies in Cardiac Troponin28
Exploring the Global Reaction Coordinate for Retinal Photoisomerization: A Graph Theory-Based Machine Learning Approach27
Novel Dimeric hHv1 Model and Structural Bioinformatic Analysis Reveal an ATP-Binding Site Resulting in a Channel Activating Effect27
Clustering of Synthetic Routes Using Tree Edit Distance27
Determining Lennard-Jones Parameters Using Multiscale Target Data through Presampling-Enhanced, Surrogate-Assisted Global Optimization27
Bound Phospholipids Assist Cholesteryl Ester Transfer in the Cholesteryl Ester Transfer Protein27
Exploring the Potential of Adaptive, Local Machine Learning in Comparison to the Prediction Performance of Global Models: A Case Study from Bayer’s Caco-2 Permeability Database27
Binary Matrix Method to Enumerate, Hierarchically Order, and Structurally Classify Peptide Aggregation27
Insights on Rigidity and Flexibility at the Global and Local Levels of Protein Structures and Their Roles in Homologous Psychrophilic, Mesophilic, and Thermophilic Proteins: A Computational Study27
Molecular Mechanisms of Diverse Activation Stimulated by Different Biased Agonists for the β2-Adrenergic Receptor27
Multimillion Atom Simulations of Di-8-ANEPPS Chromophores Embedded in a Model Plasma Membrane: Toward the Investigation of Realistic Dyed Cell Membranes27
All-Atom Membrane Builder via Multiscale Simulation27
Protein–Nucleic Acid Interactions for RNA Polymerase II Elongation Factors by Molecular Dynamics Simulations27
Exploring the Substrate-Assisted Dehydration of Chorismate Catalyzed by Dehydratase MqnA from QM/MM Calculations: The Role of Pocket Residues and the Hydrolysis Mechanism of N17D Mutant26
Mask-Guided Target Node Feature Learning and Dynamic Detailed Feature Enhancement for lncRNA-Disease Association Prediction26
Impact of the Unstirred Water Layer on the Permeation of Small-Molecule Drugs26
Evolutionary Probability and Stacked Regressions Enable Data-Driven Protein Engineering with Minimized Experimental Effort26
Computational Exploration and Characterization of Potential Calcium Sensitizing Mutations in Cardiac Troponin C26
Size Matters: A Computational Study of Hydrogen Absorption in Ionic Liquids26
EFGs: A Complete and Accurate Implementation of Ertl’s Functional Group Detection Algorithm in RDKit26
BEMM-GEN: A Toolkit for Generating a Biomolecular Environment-Mimicking Model for Molecular Dynamics Simulation26
Molecular Insights into the Calcium Binding in Troponin C through a Molecular Dynamics Study26
FEPrepare: A Web-Based Tool for Automating the Setup of Relative Binding Free Energy Calculations26
Activation and Reactivity of the Deubiquitinylase OTU Cezanne-2 from MD Simulations and QM/MM Calculations26
Equivariant Graph-Representation-Based Actor–Critic Reinforcement Learning for Nanoparticle Design26
AI-Driven Discovery of SARS-CoV-2 Main Protease Fragment-like Inhibitors with Antiviral Activity In Vitro25
Transformer Performance for Chemical Reactions: Analysis of Different Predictive and Evaluation Scenarios25
MFDSMC: Accurate Identification of Cancer-Driver Synonymous Mutations Using Multiperspective Feature Representation Learning25
Computer-Aided Design and Synthesis of a New Class of PEX14 Inhibitors: Substituted 2,3,4,5-Tetrahydrobenzo[F][1,4]oxazepines as Potential New Trypanocidal Agents25
KUTE: Green–Kubo Uncertainty-Based Transport Coefficient Estimator25
Alchemical Free Energy Calculations to Investigate Protein–Protein Interactions: the Case of the CDC42/PAK1 Complex25
High-Throughput Prediction of Metal-Embedded Complex Properties with a New GNN-Based Metal Attention Framework25
Assessment of Two Restraint Potentials for Coarse-Grained Chemical-Cross-Link-Assisted Modeling of Protein Structures25
Polarizable AMOEBA Model for Simulating Mg2+·Protein·Nucleotide Complexes25
Performance Analysis of CP2K Code for Ab Initio Molecular Dynamics on CPUs and GPUs25
Docking Score ML: Target-Specific Machine Learning Models Improving Docking-Based Virtual Screening in 155 Targets25
Large-Scale Modeling of Sparse Protein Kinase Activity Data25
Kick–Fukui: A Fukui Function-Guided Method for Molecular Structure Prediction25
OpenMKM: An Open-Source C++ Multiscale Modeling Simulator for Homogeneous and Heterogeneous Catalytic Reactions25
Fast Prediction of Lipophilicity of Organofluorine Molecules: Deep Learning-Derived Polarity Characters and Experimental Tests25
CPPCGM: A Highly Efficient Sequence-Based Tool for Simultaneously Identifying and Generating Cell-Penetrating Peptides25
Applications of Machine Learning Approaches for the Discovery of SARS-CoV-2 PLpro Inhibitors25
Modeling the Structure–Activity Relationship of Arbidol Derivatives and Other SARS-CoV-2 Fusion Inhibitors Targeting the S2 Segment of the Spike Protein25
Discovery of New Estrogen-Related Receptor α Agonists via a Combination Strategy Based on Shape Screening and Ensemble Docking25
Predicting the Mutagenic Activity of Nitroaromatics Using Conceptual Density Functional Theory Descriptors and Explainable No-Code Machine Learning Approaches24
SEVI Inhibits Aβ Amyloid Aggregation by Capping the β-Sheet Elongation Edges24
Large-Scale Distributed Training of Transformers for Chemical Fingerprinting24
ACGCN: Graph Convolutional Networks for Activity Cliff Prediction between Matched Molecular Pairs24
TRIM21-Driven Degradation of BRD4: Development of Heterobifunctional Degraders and Investigation of Recruitment and Selectivity Mechanisms24
Group Contribution and Machine Learning Approaches to Predict Abraham Solute Parameters, Solvation Free Energy, and Solvation Enthalpy24
SMICLR: Contrastive Learning on Multiple Molecular Representations for Semisupervised and Unsupervised Representation Learning24
Uncertainty-Informed Screening for Safer Solvents Used in the Synthesis of Perovskites via Language Models24
ReactionDataExtractor 2.0: A Deep Learning Approach for Data Extraction from Chemical Reaction Schemes24
PyThinFilm: Automated Molecular Dynamics Simulation Protocols for the Generation of Thin Film Morphologies24
Identification of a Cryptic Binding Site in CRISPR-Cas9 for Targeted Inhibition24
Synergistic Effects of Natural Compounds Toward Inhibition of SARS-CoV-2 3CL Protease24
Molecular Modeling and Simulation of the Peptidoglycan Layer of Gram-Positive Bacteria Staphylococcus aureus24
Dissociation Pathways of the p53 DNA Binding Domain from DNA and Critical Roles of Key Residues Elucidated by dPaCS-MD/MSM24
Hit Identification Driven by Combining Artificial Intelligence and Computational Chemistry Methods: A PI5P4K-β Case Study24
Drug Design in the Exascale Era: A Perspective from Massively Parallel QM/MM Simulations24
Incorporating Neighboring Protein Features for Enhanced Drug–Target Interaction Prediction: A Comparative Analysis of Similarity-Based Alignment Methods24
SEEKR2: Versatile Multiscale Milestoning Utilizing the OpenMM Molecular Dynamics Engine24
Activity Regulation and Conformation Response of Janus Kinase 3 Mediated by Phosphorylation: Exploration from Correlation Network Analysis and Markov Model23
Discovery of a Novel Macrocyclic ATP Citrate Lyase Inhibitor23
Structure-Based Identification of Naphthoquinones and Derivatives as Novel Inhibitors of Main Protease Mpro and Papain-like Protease PLpro of SARS-CoV-223
MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction23
Computationally Designed ACE2 Decoy Receptor Binds SARS-CoV-2 Spike (S) Protein with Tight Nanomolar Affinity23
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