Filed Sept. 22, 2026
NoemaLaser Digital-twin guided, constraint-safe laser
Provisional patent application · Application No. 64/159,789 · Patent pending
Research into practice
Innovation & intellectual property.
Translating physics-grounded AI and reinforcement learning into applications in healthcare, maritime routing, transportation, and waste collection.
Patent applications
Filed Apr. 28, 2026
Hierarchical Multi-Agent Reinforcement Learning for Scalable Adaptive Traffic Signal Control
Provisional patent application
Filed Mar. 10, 2026
Physics-informed offline reinforcement learning eliminates catastrophic fuel waste in maritime routing
Provisional patent application · Application No. 63/996,145 · Patent pending
Patent pending
Reinforcement Learning-Based Adaptive Collection Scheduling System for IoT-Enabled Waste Bins
Application No. 64/033,319
Support & recognition
From research to translation.
Noema Laser
BobCatalyst HealthTech Ignition Grant · $25,000. Provisional patent application for a digital-twin guided, constraint-safe laser.
Trashformer
BobCatalyst Proof of Concept Grant · $22,450.
BioNTX Tech Transfer Showcase
Winner · iC³ Life Science & Healthcare Innovation Summit, 2026.
Connect
Good science starts
with a conversation.
Interested in research collaboration or joining SPARKS Lab? I welcome conversations across computer science, mathematics, physics, and engineering.
aniruddha_bora@txstate.edu ↗
Department of Computer Science · Texas State University
310D Comal · San Marcos, Texas 78666