Our Research
Published Papers
Downregulation of KRT proteins in the Neuroendocrine System of Amyotrophic Lateral Sclerosis with PT150 as a Multi Target Neuroprotectant
International Science and Engineering Fair 2025 + bioRxiv
Investigated the role of KRT proteins in ALS neuroendocrine dysfunction and PT150's neuroprotective effects.
View WebsiteTEMPiRL: Foundational Compounding Temporal Drift Theory for Temporal Graph Adaptation in Large Language Models
Continual and Compatible Foundation Models @ NeurIPS 2025
An additive architecture for temporal-graph adaptation in Large Language Models, enhancing their reasoning over time.
View WebsiteOn the Relationship Between Neural Tangent Kernel Frobenius Distance and Distillation Sample Complexity
Lock-LLM @ NeurIPS 2025
Investigates the theoretical relationship between the Frobenius distance of Neural Tangent Kernels and the sample complexity required for effective model distillation.
View WebsiteBenchmarking Autoformalization and Subsequent Execution of Mathematical Reasoning in Large Language Models through Chain of Thought
INFORMS Optimzation Society Conference
A process based benchmark for mathematical reasoning based on Chain-of-Thought in LLMs with Process Reward Models and final answer accuracy.
View WebsiteView on GitHubBenchmarks
Benchmarking Autoformalization and Subsequent Execution of Mathematical Reasoning in Large Language Models through Chain of Thought
A process based benchmark for mathematical reasoning based on Chain-of-Thought in LLMs with Process Reward Models and final answer accuracy.
See the documentation and code →View on GitHubPatents
Method for Treating Amyotrophic Lateral Sclerosis ALS Using PT150 as a Therapeutic for Regulating Neuroendocrine Dysregulation
63/811,618 · Filed May 25, 2025
Awards
ISEF 1st Place in Comp. Biology
Society for Science, 2025
Not an organizational award, but an award for our research on ALS, split $6,000 amongst 3 people, including our CEO.
Collaborators
UCSC
Artificial Intelligence Explainability Accountability Lab
UIUC
Mobility & Fall Prevention Research Lab