Neural Concept: Real-Time Physics Simulation Platform with AI-Based Engineering Intelligence Executive Overview Founded: 2018 (EPFL spinoff) Headquarters: Lausanne, Switzerland (EPFL Innovation Park) Website: https://www.neuralconcept.com Status: Private Company Core Service: 3D Deep Learning-based Engineering Intelligence Platform Total Funding: $38M across 3 rounds Seed: $2M (2020) Series A: $9.1M (March 2022, led by Alven) Series B: $27M (June 2024, led by Forestay Capital

Introduction Challenge in Drug Development: Protein structure preprocessing is a critical step that determines the accuracy of molecular docking and molecular dynamics simulations Experimental structures (X-ray, NMR) contain unnecessary water molecules, crystallization ligands, metal ions, and incomplete hydrogen information Differences from physiological environments reduce reliability for computational studies Limitations of Current Preprocessing: Requires sequential use of

My research paper "Real-time Threat Analysis and Decision Support System for the Korean Peninsula Based on Multi-AI Model Fusion" has been published in the Journal of the Korea Society for Naval Science & Technology on September 30th.  As a Navy reservist, it is deeply meaningful to contribute, even in a small way, to the ROK Navy and national defense. I have invested nearly a year in planning and developing TARGIS BUSAN, continuing to advance it even on holidays and weekends

TraceLink : End-to-End Operations With Real-Time Data for Optimal Business Outcomes Executive Overview Founded:  2009 (originally as SupplyScape in 2003) Headquarters:  Wilmington, Massachusetts, USA (previously North Reading, MA) Website:  https://www.tracelink.com Status:  Private Company Core Service:  Digital network platform for end-to-end pharmaceutical supply chain orchestration Total Funding:  $230M across 8 rounds Annual Revenue:  Estimated $200M+ (2024) Leadership:

CODEXIS CodeEvolver Executive Overview Founded:  2002 Headquarters:  Redwood City, California, USA Website:  https://www.codexis.com...

Executive Overview Insilico Pharma.Ai Founded:  2014 Headquarters:  Cambridge, Massachusetts, USA Globla Locations:  Hong Kong (R&D Hub),...