Summary
Overview
Work History
Education
Skills
Timeline
Publications
References
References

Alexander Patapoff

Eugene,Oregon
High dimensional minimization is like circular logic: You don't know what you don't know until you know.
-Alexander Patapoff

Summary

Computational physicist with 3+ years experience in theoretical and applied molecular dynamics with a focus on in-silico early stage drug discovery. Designed and maintained several impactful APIs, scientific software programs, and CUDA accelerated engines from first principles across wide ranging applications: intermolecular calculations, mass spec data analysis, python API wrappers...etc. High value team player with experience coordinating in-silico needs of several independent project teams through research, design, and implementation of unique solutions in a scalable manner.

Overview

4
4
years of professional experience

Work History

Associate Researcher

Magnit-Genentech
South San Francisco , CA
2021.08 - Current
  • Developed and maintained high-throughput pipeline for execution and analysis of molecular dynamic simulations
  • Designed and implemented CUDA accelerated molecular dynamics engine from first principles
  • Implemented pyCUDA accelerated signal analysis software for mass spec measurements across All-Hydrogen and deuterate domains
  • Lead MD-pipeline efforts to support variety of early stage drug discovery projects across small molecule and large molecule targets.
  • created python API that wraps AMBER functionality
  • Engineered isometric graph mapping algorithm for transforming labels between isometric graphs and identifying symmetry groups.
  • Underwent Literature investigations for evaluating effectiveness of novel techniques
  • Communicated with project teams to ensure needs and expectations are met
  • Utilized MD findings to support suggestions and observations useful for expansions on relevant chemical matter.
  • Manuscript preparation and writing
  • Data analysis of large complex data sets
  • Implemented Non-standard temperature integrators into novel molecular dynamics engine: Martyna-Klein-Tuckerman (2 chain variant) Thermostat and Hoover-Holian (2 chain variant) Thermostat.
  • Implemented iterative solutions to constraint based systems: SHAKE, RATTLE, SETTLE.
  • Designed and implemented physically motivated algorithms for accelerated small molecule docking.

Undergraduate Research Assistant

University of Oregon
Eugene , OR
2019.09 - 2021.07
  • Simulated non-crossing polymers adsorbed onto periodic substrate using HOOMD
  • Executed qualitative and quantitative analysis on polymer dynamics using C++ and Python
  • Employed molecular dynamics simulations and analytical calculations to identify localized and delocalized phases of polymer conformations separated by a delocalization transition
  • Explored the critical shear value and the critical exponent of shear modulus divergence in terms of the branch points in the complex-valued band structure at which the bandgap closed
  • Analyzed the combined effects of non-Hermitian delocalization and localization due to periodicity and disorder, uncovering preliminary evidence that disorder favors localization at high values while encouraging delocalization at lower values.
  • Published: https://journals.aps.org/pre/abstract/10.1103/PhysRevE.107.014501

Education

Bachelor of Science - Physics

University of Oregon, Eugene
2021-06
  • 3.6 GPA
  • Research: https://journals.aps.org/pre/abstract/10.1103/PhysRevE.107.014501

Skills

  • Rapid Prototyping
  • High-Throughput Pipeline Development
  • Modern C++
  • CUDA Acceleration
  • Python API development
  • AMBER
  • Molecular Dynamics development and execution
  • Scientific Software Development
  • Research and Development
  • In-Silico Experiment Design
  • Advanced Applied Mathematics
  • Data Analysis
  • Team Leadership and Collaboration
  • Scientific Communication

Timeline

Associate Researcher - Magnit-Genentech
2021.08 - Current
Undergraduate Research Assistant - University of Oregon
2019.09 - 2021.07
University of Oregon - Bachelor of Science, Physics

Publications

Non-Hermitian gap closure and delocalization in interacting directed polymers

Abhijeet Melkani, Alexander Patapoff, and Jayson Paulose

Phys. Rev. E 107, 014501

We study a classical model of thermally fluctuating polymers confined to two dimensions, experiencing a grooved periodic potential, and subject to pulling forces both along and transverse to the grooves. The equilibrium polymer conformations are described by a mapping to a quantum system with a non-Hermitian Hamiltonian and with fermionic statistics generated by noncrossing interactions among polymers. Using molecular dynamics simulations and analytical calculations, we identify a localized and a delocalized phase of the polymer conformations, separated by a delocalization transition which corresponds (in the quantum description) to the breakdown of a band insulator when driven by an imaginary vector potential. We calculate the average tilt of the many-body system, at arbitrary shear values and filling density of polymer chains, in terms of the complex-valued non-Hermitian band structure. We find the critical shear value, the localization length, and the critical exponent by which the shear modulus diverges in terms of the branch points (exceptional points) in the band structure at which the bandgap closes. We also investigate the combined effects of non-Hermitian delocalization and localization due to both periodicity and disorder, uncovering preliminary evidence that while disorder favors localization at high values, it encourages delocalization at lower values.

References

References available upon request.

References

References available upon request.
Alexander Patapoff