Timothy J. Carlson
Math and Mechanics

Education

University of California, Berkeley

Ph.D. in Computational Mechanics (ip).
M.S. in Structural Engineering, Mechanics and Materials.

Johns Hopkins University

B.S. in Civil Engineering and Mathematics, with honors.

Research and Professional Experience

Dassault Systèmes — AI/ML Research Engineer

Developing tools for AI-augmented physics prediction and intelligent geometry processing.

Prof. Sanjay Govindjee’s Research Group, UC Berkeley

Developed fully coupled thermal-electrochemical-magnetic-mechanical theory and finite element methods for solid-state batteries. Analyzed magnetic effects on multicomponent ion transport and the consistency of finite-deformation thermoelastic theories.

Dassault Systèmes — Modelling and Simulation Consultant

Developed and deployed multiphysics simulation workflows for high-tech and automotive customers. Developed battery electrode manufacturing simulations and finite element homogenization methods accounting for the carbon binder domain.

Dassault Systèmes — Industry Process Expert (IPS) Intern

Developed multiscale battery microstructure analysis connecting DigitalROCK and Abaqus, resulting in a patent application. Developed C++ reactive transport simulations for catalyst-layer microstructures in hydrogen fuel cells and electrolyzers.

Simpson Gumpertz and Heger — Technical Intern

Performed structural hazard analysis for nuclear facilities using Abaqus CAE, SAP 2000, and 3D CAD.

raSmith — Site Engineering Intern

Worked on hydrology and site grading plans for projects throughout California.

Prof. Stavros Gaitanaros’ Mechanics of Architected Materials Group, Johns Hopkins University

Led computational research on heat transfer in open-cell metal foams using OpenFOAM.

MARKA Fantasy Sport Stock Market

Developed a player-rating algorithm incorporating performance and societal impact.

Prof. Ben Schafer’s Thin-Walled Structures Group, Johns Hopkins University

Conducted beam and column testing for the NSF NextGen Steel Project.

Teaching Experience

Graduate Student Instructor, University of California, Berkeley

CIVENG C30 / MECENG C85 — Introduction to Solid Mechanics

ENGIN 261 — Applied Continuum Mechanics

CIVENG 222 — Finite Element Methods

CIVENG C231 — Mechanics of Solids

Teaching Assistant, Johns Hopkins University

Statics and Mechanics of Materials

Professional Service and Leadership

250th ECS Meeting — Session Co-chair (scheduled)

L03 — Battery Modeling, Computational Electrochemistry 11.

American Society of Civil Engineers, Johns Hopkins Chapter

Vice President and Steel Bridge Team Captain (2021–2022); Co-chair, Mid-Atlantic East ASCE Symposium (2022).

Honors and Awards

Melosh Medal Finalist

Mark Skinner Paper Prize

Awarded for A Fully Coupled, Electrochemical-Magnetic Theory with Applications to Solid-State Battery Materials.

WCCM-ECCOMAS Travel Award

Departmental Funding for Master’s Study, UC Berkeley CEE

Tuition support and stipend during the M.S. program.

Gerard H. Schlimm Award, Johns Hopkins Whiting School of Engineering

ASCE Maryland Section Scholarship

Centennial Conference Academic All-Conference

Bloomberg Scholarship, Johns Hopkins University

Full tuition, room, and board.

Technical Background

Mechanics and Applied Mathematics

Multiphysics simulation; fluid and solid mechanics; nonlinear elasticity; electrodynamics; micromechanics; thermodynamics; probability; partial differential equations; differential topology; homological, topological, and abstract algebra.

Computational Methods

FEM, FVM, LBM, DEM, neural operators, surrogate modeling.

Software

Abaqus, 3DEXPERIENCE, DigitalROCK, OpenFOAM, FEAP, SAP 2000, AutoCAD, SolidWorks, SAFIR, STAAD Pro.

Programming

C++, Fortran, Python, MATLAB, Visual Basic.

Additional Activities

Strawberry Canyon Track Club

Pole vaulter and triple jumper; club record holder in both events.

Johns Hopkins Track and Field

Pole vaulter, triple jumper, and decathlete; silver medalist during the 2020 outdoor and 2021 indoor seasons.

Directed Reading Program

Advanced guided study of sheaf cohomology.