Marc Berliner
Founding Engineer at Ionworks
Cambridge, Massachusetts, United States
Summary
🤩
Rockstar🎓
Top SchoolMarc Berliner is a founding engineer building the next generation of fast, robust, and scalable battery simulation tools at Ionworks, with six years of engineering experience and a Ph.D. from MIT. He previously led development of Dyad Batteries at JuliaHub, delivering high-performance DFN and single-particle simulators that scale to packs with thousands of cells and bridging physics-based models with ML for real-world battery behavior. At MIT he produced HPC implementations of lithium-ion models, developed real-time optimal charging algorithms, and applied Bayesian and acoustic-ML methods to diagnose lifetime and parameter identifiability. Marc combines deep domain expertise in electrochemical modeling with hands-on product experience—running webinars, supporting sales, and shaping technical roadmaps—to move simulations from research into production. Based in Cambridge, he focuses on making complex battery physics practical and fast for industrial deployment, often optimizing for scalability and real-time use cases that aren’t obvious from academic work alone.
5 years of coding experience
8 years of employment as a software developer
Bachelor of Science - BS, Chemical Engineering, Bachelor of Science - BS, Chemical Engineering at Florida State UniversityDoctor of Philosophy - PhD, Chemical Engineering, Doctor of Philosophy - PhD, Chemical Engineering at Massachusetts Institute of Technology
Github Skills (79)
ode10
python10
power-systems10
modelica10
optimization10
event-handling10
ssreflect10
pde10
simulations10
theory10
stochastic-processes10
delay-differential-equations10
stochastic-differential-equations10
julia10
symbolic-computation10
Programming languages (6)
Github contributions (5)
MarcBerliner/PETLION.jl
Feb 2021 - Oct 2022
High-performance simulations of the Porous Electrode Theory for Li-ion batteries
Contributions:3 releases, 103 commits, 92 PRs in 1 year 8 months
li-ionbatteryli-ion-batteriessbmlbatteries
MarcBerliner/PyBaMM
Jun 2024 - Nov 2024
Contributions:8 PRs, 159 pushes, 33 branches in 4 months
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