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Mohammad Atif Faiz Afzal

schrodinger, inc.

15H-index
63Paper Count
918Citation Count
Published Papers 13
Publication Date
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Multiobjective Design of Electrolyte Solvents via Physics-Based Modeling and Reinforcement Learning
errACS Applied Engineering Materials
IF3.5
err2026-05-22
err0
PREAI
errAfzal, Mohammad Atif Faiz; Coscia, Benjamin J.; Browning, Andrea R.; Goldberg, Alexander; Halls, Mathew D.; Leswing, Karl; Morisato, Tsuguo; Maeshima, Hiroyuki; Hayashi, Keisuke; Ando, Tatsuhito; Matsuzawa, Nobuyuki N.
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Material Property Simulation for Advanced Packaging
errJournal of Electronic Materials
IF2.5
err2026-01-01
err0
PREAI
errLi, Yan; Kim, Seo Young; Shaw, Santosh; Kim, WooPoung; Afzal, Mohammad Atif Faiz; Kwak, H. Shaun; Nicholson, David A.
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High-Throughput Molecular Dynamics Simulations and Validation of Thermophysical Properties of Polymers for Various Applications (vol 3, pg 620, 2021)
errACS APPLIED POLYMER MATERIALS
IF4.7
err2025-12-01
err0
PREAI
errAfzal, Mohammad Atif Faiz; Browning, Andrea R.; Goldberg, Alexander; Halls, Mathew D.; Gavartin, Jacob L.; Morisato, Tsuguo; Hughes, Thomas F.; Giesen, David J.; Goose, Joseph E.
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Leveraging high-throughput molecular simulations and machine learning for the design of chemical mixtures
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2025-03-17
err0
errOAAI
errChew, Alex K.; Afzal, Mohammad Atif Faiz; Kaplan, Zachary; Collins, Eric M.; Gattani, Suraj; Misra, Mayank; Chandrasekaran, Anand; Leswing, Karl; Halls, Mathew D.
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Exploring Molecules with Low Viscosity: Using Physics-Based Simulations and De Novo Design by Applying Reinforcement Learning
errCHEMISTRY OF MATERIALS
IF7
err2024-11-19
err0
PREAI
errMatsuzawa, Nobuyuki N.; Maeshima, Hiroyuki; Hayashi, Keisuke; Ando, Tatsuhito; Afzal, Mohammad Atif Faiz; Marshall, Kyle; Coscia, Benjamin J.; Browning, Andrea R.; Goldberg, Alexander; Halls, Mathew D.; Leswing, Karl; Misra, Mayank; Ramezanghorbani, Farhad; Morisato, Tsuguo
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Designing the next generation of polymers with machine learning and physics-based models
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-11-04
err0
errOAAI
errChew, Alex K.; Afzal, Mohammad Atif Faiz; Chandrasekaran, Anand; Kamps, Jan Henk; Ramakrishnan, Vaidya
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Predicting the Release Mechanism of Amorphous Solid Dispersions: A Combination of Thermodynamic Modeling and In Silico Molecular Simulation
errPHARMACEUTICS
IF5.5
err2024-10-02
err0
errOAAI
errWalter, Stefanie; Mileo, Paulo G. M.; Afzal, Mohammad Atif Faiz; Kyeremateng, Samuel O.; Degenhardt, Matthias; Browning, Andrea R.; Shelley, John C.
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Advancing material property prediction: using physics-informed machine learning models for viscosity
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2024-03-14
err4
errOAAI
errChew, Alex K.; Sender, Matthew; Kaplan, Zachary; Chandrasekaran, Anand; Chief Elk, Jackson; Browning, Andrea R.; Kwak, H. Shaun; Halls, Mathew D.; Afzal, Mohammad Atif Faiz
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Development of scalable and generalizable machine learned force field for polymers
errSCIENTIFIC REPORTS
IF3.9
err2023-10-11
err12
errOAAI
errMohanty, Shaswat; Stevenson, James; Browning, Andrea R.; Jacobson, Leif; Leswing, Karl; Halls, Mathew D.; Afzal, Mohammad Atif Faiz
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Accelerated Discovery of High-Refractive-Index Polyimides via First-Principles Molecular Modeling, Virtual High-Throughput Screening, and Data Mining
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2019-05-15
err46
PREAI
errAfzal, Mohammad Atif Faiz; Haghighatlari, Mojtaba; Ganesh, Sai Prasad; Cheng, Chong; Hachmann, Johannes
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A deep neural network model for packing density predictions and its application in the study of 1.5 million organic molecules
errCHEMICAL SCIENCE
IF7.4
err2019-01-01
err32
errOAAI
errAfzal, Mohammad Atif Faiz; Sonpal, Aditya; Haghighatlari, Mojtaba; Schultz, Andrew J.; Hachmann, Johannes
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Combining first-principles and data modeling for the accurate prediction of the refractive index of organic polymers
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2018-03-16
err45
PREAI
errAfzal, Mohammad Atif Faiz; Cheng, Chong; Hachmann, Johannes
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Functionally graded hydroxyapatite-alumina-zirconia biocomposite: Synergy of toughness and biocompatibility
errMATERIALS SCIENCE & ENGINEERING C-MATERIALS FOR BIOLOGICAL APPLICATIONS
IF8.1
err2012-07-01
err102
PREAI
errAfzal, Mohammad Atif Faiz; Kesarwani, Pallavi; Reddy, K. Madhav; Kalmodia, Sushma; Basu, Bikramjit; Balani, Kantesh
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Research Directions

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Co-authors
Cooperation Journals
K
Kantesh Balani
H-index: 49 · Papers: 302
B
Bikramjit Basu
H-index: 45 · Papers: 260
C
Chong Cheng
H-index: 42 · Papers: 123
K
Kolan Madhav Reddy
H-index: 36 · Papers: 135
M
Mathew D. Halls
H-index: 36 · Papers: 164
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