reckoning.dev Publications
Below is a list of my publications spanning computational physics, medical imaging, machine learning, and semiconductor manufacturing. For a complete and up-to-date list, please visit my Google Scholar profile.
2022
Deep is a Luxury We Don't Have
Ahmed Taha, , Nhi Truong Vu, , Brent Mombourquette, , Thomas P. Matthews, , Jason Su, , Sadanand Singh
2021
An improved mammography malignancy model with self-supervised learning
Nhi Truong Vu, , Trevor Tsue, , Jason Su, , Sadanand Singh
A Multisite Study of a Breast Density Deep Learning Model for Full-Field Digital Mammography and Synthetic Mammography
Thomas P. Matthews, , Sadanand Singh, , Brent Mombourquette, , Jason Su, , Meet P. Shah, , Stefano Pedemonte, , Aaron Long, , David Maffit, , Jenny Gurney, , Rodrigo Morales Hoil, , Nikita Ghare, , Douglas Smith, , Stephen M. Moore, , Susan C. Marks, , Richard L. Wahl
2020
Adaptation of a deep learning malignancy model from full-field digital mammography to digital breast tomosynthesis
Sadanand Singh, , Thomas P. Matthews, , Meet Shah, , Brent Mombourquette, , Trevor Tsue, , Aaron Long, , Ranya Almohsen, , Stefano Pedemonte, , Jason Su
A hypersensitive breast cancer detector
Stefano Pedemonte, , Brent Mombourquette, , Alexis Goh, , Trevor Tsue, , Aaron Long, , Sadanand Singh, , Thomas P. Matthews, , Meet Shah, , Jason Su
2019
Generating a Machine Learning Model to Place SRAFs
Sadanand Singh, , Ramon Calderer, , Vasudev Lal
2013
Ultrastable glasses from in silico vapour deposition
Sadanand Singh, , M. D. Ediger, , Juan J. de Pablo
Ξ±-helix to Ξ²-hairpin transition of human amylin monomer
Sadanand Singh, , Chi-Cheng Chiu, , Allam S. Reddy, , Juan J. de Pablo
Effect of Proline Mutations on the Monomer Conformations of Amylin
Chi-Cheng Chiu, , Sadanand Singh, , Juan J. de Pablo
Structure and Thermodynamic Stability of Islet Amyloid Polypeptide Monomers and Small Aggregates
Chi-Cheng Chiu, , Sadanand Singh, , Juan J. de Pablo
2012
Efficient Free Energy Calculation of Biomolecules from Diffusion-Biased Molecular Dynamics
Sadanand Singh, , Chi-Cheng Chiu, , Juan J. de Pablo
Density of StatesβBased Molecular Simulations
Sadanand Singh, , Manan Chopra, , Juan J. de Pablo
Two-dimensional infrared spectroscopy reveals the complex behaviour of an amyloid fibril inhibitor
Chris T. Middleton, , Peter Marek, , Ping Cao, , Chi-Cheng Chiu, , Sadanand Singh, , Ann M. Woys, , Juan J.de Pablo, , Daniel P. Raleigh, , Martin T.Zanni
Molecular modeling of ultra-stable vapor deposited glasses
Sadanand Singh, , Chi-Cheng Chiu, , Devin Averett, , Juan J. de Pablo
Effect of Lipid Bilayer on Human Islet Amyloid Polypeptide Self Assembly
Sadanand Singh, , Chi-Cheng Chiu, , Juan J. de Pablo
2011
Flux Tempered Metadynamics
Sadanand Singh, , Chi-Cheng Chiu, , Juan J. de Pablo
A molecular view of vapor deposited glasses
Sadanand Singh, , Juan J. de Pablo
2DIR Spectroscopy of Human Amylin Fibrils Reflects Stable Ξ²-Sheet Structure
Lu Wang, , Chris T. Middleton, , Sadanand Singh, , Allam S. Reddy, , Ann M. Woys, , David B. Strasfeld, , Peter Marek, , Daniel P. Raleigh, , Juan J.de Pablo, , Martin T.Zanni, , James L.Skinner
Early aggregation studies of diabetic amyloid in solution
Sadanand Singh, , Juan J. de Pablo
Strategies to counter aggregation of human amylin in solution
Sadanand Singh, , Juan J. de Pablo
Early stage aggregation studies of diabetic amyloid in solution and membranes
Sadanand Singh, , Chi-Cheng Chiu, , Allam S. Reddy, , Juan J. de Pablo
Molecular characterization of dimerization of human amylin peptide in solution
Sadanand Singh, , Chi-Cheng Chiu, , Juan J. de Pablo
Structures of human amylin in the presence of lipid bilayers
K. Q. Hoffmann, , Sadanand Singh, , Chi-Cheng Chiu, , Juan J. de Pablo
2010
Stable and Metastable States of Human Amylin in Solution
Allam S. Reddy, , Lu Wang, , Sadanand Singh, , Yun L. Ling, , Lauren Buchanan, , Martin T.Zanni, , James L.Skinner, , Juan J.de Pablo
Molecular modeling of a stable glass -- the case of trehalose
Sadanand Singh, , Devin Averett, , Juan J. de Pablo
Misfolding of diabetic amyloid in solution
Sadanand Singh, , Allam S. Reddy, , Juan J. de Pablo
Aggregation of diabetic amyloid at biological interfaces
Sadanand Singh, , Chi-Cheng Chiu, , K. Q. Hoffmann, , Allam S. Reddy, , Juan J. de Pablo
2009
Molecular modeling of physical vapor deposited stable glasses
Sadanand Singh, , Juan J. de Pablo
2008
Case Study on Tubular Reactor Hot-Spot Temperature Control for Throughput Maximization
Sadanand Singh, , Shivangi Lal, , Nitin Kaistha
Media Coverage
- Work on ultra-stable glasses covered in regular media: Phys.org, RedOrbit
- Work on diabetes protein structure modeling highlighted in Chemical & Engineering News