Marc Berliner Email & Phone Number

Boston, MA, US

Cambridge, Massachusetts, United States

Building fast, robust, and scalable algorithms for battery simulation in PyBaMM

Cambridge, Massachusetts, United States

• Developed JuliaSim Batteries, a high-performance simulator for Doyle-Fuller-Newman (DFN) and Single-Particle models for lithium-ion cells and packs containing 1000s of connected cells
• Acted as the primary battery expert at JuliaHub for all aspects of sales, marketing, and technical roadmapping of JuliaSim Batteries
• Hosted webinars for battery experts, led sales calls with clients, and collaborated with product and frontend teams to design a no-code app for battery simulation
• Combined machine learning with traditional physics-based models to learn new behavior from data, such as low-temperature performance and long-term degradation

Cambridge, Massachusetts, United States

• Developed high-performance computing implementations of lithium-ion battery models
• Designed optimal charging algorithms for batteries with physics-based models in real-time
• Applied machine learning to classify battery lifetime with acoustic measurements
• Used Bayesian methods to analyze uniqueness of battery parameters from charge and discharge data

• Developed software to simulate coupled ion diffusion and perform robust parameter estimation about 100x faster than current available implementations
• Created a machine learning model to design a tougher secondary coating for optical fibers

Golden, Colorado, United States

• Led a team of three in designing a novel photoreactor to produce a precursor chemical at 10x lower pressures than the industry standard with similar conversion and selectivity
• Roadmapped scale-up of a microbial reactor by building a computational model and outlining design of experiment procedures

Cambridge, Massachusetts

• Analyzed the absorption of topical medicine into layers of human skin and plasma
• Created a 2D finite element model to predict the concentration profile of Pfizer’s transdermal drugs

Tallahassee, Florida, United States

• Conducted experiments to collect data on the oxidative degradation of lithium metal batteries
• Validated a novel technique to measure exchange current density in solid polymer electrolytes
• Ensured proper daily operation of equipment and waste disposal as the laboratory safety officer

Doctor Of Philosophy - Phd, Chemical Engineering

Master Of Science - Ms, Chemical Engineering Practice

Bachelor Of Science - Bs, Chemical Engineering