Scaling Search with PEM-BiHSEfficient search algorithms form the backbone of solving complex optimization and planning problems. As the scale of these problems grows…2d ago2d ago
GroverGPT: Quantum Simulations with Large Language ModelsQuantum computing is a transformative field, offering the promise of solving computational problems exponentially faster than classical…Jan 5Jan 5
Step-Level Reward Models: Do LLMs Need Natural Language to Solve Complex Problems?Mathematical reasoning requires precision and logical consistency, especially in multi-step problems where every intermediate step must…Jan 4Jan 4
XMODE: A Technical Framework for Explainable Multi-Modal Data ExplorationHandling multi-modal data — structured relational tables, unstructured text, images — requires systems that are efficient, transparent…Dec 28, 2024Dec 28, 2024
Advancing Physics-Informed Neural Networks (PINNs): Their Role, Extensions, and Challenges — Part 3Continuing my exploration of Physics-Informed Neural Networks (PINNs), I’m excited to share the third post in this series.Dec 27, 2024Dec 27, 2024
Physics-Informed Neural Networks: Data-Driven Discovery of PDEs — Part 2In the first blog post of this series, we explored how Physics-Informed Neural Networks (PINNs) combine machine learning and mathematical…Dec 25, 2024Dec 25, 2024
Understanding Physics-Informed Neural Networks (PINNs) — Part 1Physics-Informed Neural Networks (PINNs) represent a unique approach to solving problems governed by Partial Differential Equations (PDEs)…Dec 25, 2024Dec 25, 2024
Creative Machines: AI-Driven Creativity Through Combinatorial InnovationApparently, creativity isn’t exclusive to humans anymore.Dec 19, 2024Dec 19, 2024
Future of Multi-Agent AI Systems with IR-PFT: Bridging Theory and ApplicationHow do we build AI systems that continuously learn, adapt, and reuse knowledge across dynamic environments?Dec 18, 2024Dec 18, 2024
AI Agent Evaluation: Insights from LiveMathBench and G-Pass@kStability and Consistency in AI Agent EvaluationDec 18, 2024Dec 18, 2024
