The Apich Organization Science & Research Team is an independent unit that evolved from the organization's core consulting branch. Composed of dedicated and independent researchers, the team specializes in PINN (Physics-Informed Neural Networks), AI4S (AI for Science), and HPC (High-Performance Computing), with extended expertise spanning cybersecurity and theoretical physics.
While entirely autonomous, the Science & Research Team works in close synergy with the Open Source Development Team. We provide innovative architectural concepts and, in turn, leverage the robust projects maintained by the open-source community. This cycle often drives our research: code conceptualized within our team frequently matures into next-generation open-source software, which is then handed over to the maintenance team for long-term stewardship.
The Science & Research Team strictly adheres to all Apich Organization Security Team standards, as well as international academic and dual-use research frameworks.
- Inquiries: For collaborations or questions, please contact us at research@apich.org.
- 3D Morphogenesis via Symmetry-Protected Langevin Dynamics: A Renormalization Group Perspective on Generative Geometry in LLM : https://doi.org/10.17605/OSF.IO/7RWBG
- One Tick, One Link: A Non-Autoregressive Challenge–Response Memory in Which Depth Is Bought with the World's Silence : https://doi.org/10.5281/zenodo.22307390
- Scheduling with Bounded Information: Correctness, Progress, and Near-Optimal Performance in DTA : https://doi.org/10.5281/zenodo.20998767
- Ensia (OLLVM-Next): A Chaos-Based High-Entropy Obfuscation Framework for LLVM IR with Dual-Use Security Protocols : https://doi.org/10.5281/zenodo.20149843