Mohammad M. Sultan | DeepAI

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Featured Co-authors

Bharath Ramsundar
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Vijay S. Pande
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Brooke E. Husic
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Benson Chen
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Hannah K. Wayment-Steele
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Robert T. McGibbon
3 publications
Carlos X. Hernández
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Kirill Shmilovich
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Theofanis Karaletos
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Gert Kiss
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∙ 11/30/2022

DEL-Dock: Molecular Docking-Enabled Modeling of DNA-Encoded Libraries

DNA-Encoded Library (DEL) technology has enabled significant advances in...

0 Kirill Shmilovich, et al. ∙

∙ 02/28/2018

Using Deep Learning for Segmentation and Counting within Microscopy Data

Cell counting is a ubiquitous, yet tedious task that would greatly benef...

0 Carlos X. Hernández, et al. ∙

∙ 02/28/2018

Automated design of collective variables using supervised machine learning

Selection of appropriate collective variables for enhancing sampling of ...

0 Mohammad M. Sultan, et al. ∙

∙ 02/28/2018

Decision functions from supervised machine learning algorithms as collective variables for accelerating molecular simulations

Selection of appropriate collective variables for enhancing molecular si...

0 Mohammad M. Sultan, et al. ∙

∙ 01/02/2018

Transferable neural networks for enhanced sampling of protein dynamics

Variational auto-encoder frameworks have demonstrated success in reducin...

0 Mohammad M. Sultan, et al. ∙

∙ 11/23/2017

Variational Encoding of Complex Dynamics

Often the analysis of time-dependent chemical and biophysical systems pr...

0 Carlos X. Hernández, et al. ∙

∙ 05/06/2014

Understanding Protein Dynamics with L1-Regularized Reversible Hidden Markov Models

We present a machine learning framework for modeling protein dynamics. O...

0 Robert T. McGibbon, et al. ∙

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