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Technical

Experimental

Physics ML

Neural Surrogates

What I'm Working On: Neural Surrogates for Physics, Geometry, and Real-Time Simulation

Project 01: GeoPINN Demo: Solving PDEs on a Sphere

Project 02: WavePINN-NIF Complex Media Demo: a verified acoustic reference and an honestly-failed neural surrogate

Project 05: ClothGNN Demo: Ultra-Lightweight Real-Time Cloth Dynamics

Project 08: HGNN-ClothDyn Demo: A Learned Cloth Surrogate in Taichi

Project 09: HGNN-NIF Cloth Demo: Graph Networks Meet Neural Implicit Fields

Project 12: NIF-Cloth4D-Temporal Demo: A Continuous Cloth SDF with an Eikonal Invariant and an Optional Temporal Hidden State

Project 13: NIF-Cloth4D Demo: Continuous Cloth Geometry from a Neural Implicit Field

Project 17: WavePINN Demo: From Discrete Simulation to a Continuous Field

Ideas

Essays

On Language and What Technology Is For

The Environmental Case for Neural Surrogates

Thoughts

Exposure and the Long Game

Constraints, Control, and Creative Authorship Across Mediums

Neural Networks as Data Structures

Rationality in Relationships

Short Reflections

Journal

Personal

On Learning Outside the Classroom

What My Uncle Said About Birds

Summer 2022

My Time at Pitzer

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