Ajay N. Jain

Orcid: 0000-0003-4641-8501

According to our database1, Ajay N. Jain authored at least 43 papers between 1989 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Correction: Complex peptide macrocycle optimization: combining NMR restraints with conformational analysis to guide structure-based and ligand-based design.
J. Comput. Aided Mol. Des., December, 2024

2023
Complex peptide macrocycle optimization: combining NMR restraints with conformational analysis to guide structure-based and ligand-based design.
J. Comput. Aided Mol. Des., November, 2023

2021
Synergy and Complementarity between Focused Machine Learning and Physics-Based Simulation in Affinity Prediction.
J. Chem. Inf. Model., 2021

2020
Structure- and Ligand-Based Virtual Screening on DUD-E+: Performance Dependence on Approximations to the Binding Pocket.
J. Chem. Inf. Model., 2020

2019
Complex macrocycle exploration: parallel, heuristic, and constraint-based conformer generation using ForceGen.
J. Comput. Aided Mol. Des., 2019

Electrostatic-field and surface-shape similarity for virtual screening and pose prediction.
J. Comput. Aided Mol. Des., 2019

2018
Quantitative surface field analysis: learning causal models to predict ligand binding affinity and pose.
J. Comput. Aided Mol. Des., 2018

2017
ForceGen 3D structure and conformer generation: from small lead-like molecules to macrocyclic drugs.
J. Comput. Aided Mol. Des., 2017

2016
Extrapolative prediction using physically-based QSAR.
J. Comput. Aided Mol. Des., 2016

2015
Knowledge-guided docking: accurate prospective prediction of bound configurations of novel ligands using Surflex-Dock.
J. Comput. Aided Mol. Des., 2015

Chemical and protein structural basis for biological crosstalk between PPARα and COX enzymes.
J. Comput. Aided Mol. Des., 2015

2014
Surflex-QMOD: physically meaningful QSAR.
J. Cheminformatics, 2014

Prediction of Off-Target Drug Effects Through Data Fusion.
Proceedings of the Biocomputing 2014: Proceedings of the Pacific Symposium, 2014

2013
A structure-guided approach for protein pocket modeling and affinity prediction.
J. Comput. Aided Mol. Des., 2013

2012
Surflex-Dock: Docking benchmarks and real-world application.
J. Comput. Aided Mol. Des., 2012

Does your model weigh the same as a Duck?
J. Comput. Aided Mol. Des., 2012

2010
QMOD: physically meaningful QSAR.
J. Comput. Aided Mol. Des., 2010

2009
Effects of protein conformation in docking: improved pose prediction through protein pocket adaptation.
J. Comput. Aided Mol. Des., 2009

2008
Accurate and Interpretable Computational Modeling of Chemical Mutagenicity.
J. Chem. Inf. Model., 2008

Customizing scoring functions for docking.
J. Comput. Aided Mol. Des., 2008

Recommendations for evaluation of computational methods.
J. Comput. Aided Mol. Des., 2008

Bias, reporting, and sharing: computational evaluations of docking methods.
J. Comput. Aided Mol. Des., 2008

Effects of inductive bias on computational evaluations of ligand-based modeling and on drug discovery.
J. Comput. Aided Mol. Des., 2008

2007
Surflex-Dock 2.1: Robust performance from ligand energetic modeling, ring flexibility, and knowledge-based search.
J. Comput. Aided Mol. Des., 2007

2006
Pathway recognition and augmentation by computational analysis of microarray expression data.
Bioinform., 2006

A deterministic motif finding algorithm with application to the human genome.
Bioinform., 2006

2003
Wavelet Transforms for the Analysis of Microarray Experiments.
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

Statistical issues in the analysis of the array CGH data.
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

2002
Deriving quantitative conclusions from microarray expression data.
Bioinform., 2002

2000
Morphological similarity: A 3D molecular similarity method correlated with protein-ligand recognition.
J. Comput. Aided Mol. Des., 2000

1996
Scoring noncovalent protein-ligand interactions: A continuous differentiable function tuned to compute binding affinities.
J. Comput. Aided Mol. Des., 1996

1994
Musk (Version 2).
Dataset, September, 1994

Musk (Version 1).
Dataset, September, 1994

Compass: A shape-based machine learning tool for drug design.
J. Comput. Aided Mol. Des., 1994

1993
A Comparison of Dynamic Reposing and Tangent Distance for Drug Activity Prediction.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

1992
PARSEC: a structured connectionist parsing system for spoken language.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Parsing Complex Sentences with Structured Connectionist Networks.
Neural Comput., 1991

JANUS: Speech-to-Speech Translation Using Connectionist and Non-Connectionist Techniques.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

Generalization Performance in PARSEC - A Structured Connectionist Parsing Architecture.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

JANUS: a speech-to-speech translation system using connectionist and symbolic processing strategies.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
Robust connectionist parsing of spoken language.
Proceedings of the 1990 International Conference on Acoustics, 1990

1989
Incremental Parsing by Modular Recurrent Connectionist Networks.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989

A Connectionist Parser Aimed at Spoken Language.
Proceedings of the First International Workshop on Parsing Technologies, 1989


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