Quantum Forge — Next-Generation Transition State MLIP & Quantum Chemistry Reaction Dynamics Workstation

Quantum Forge is a high-performance web-based computational chemistry laboratory and interactive 3D molecular dynamics workstation created by Ali Asghar (aliasgharinnocent@yahoo.com). It bridges modern web browsers with high-level machine learning interatomic potentials (MACE, CHGNet, ANI-2x, GFN2-xTB), NEB transition state search algorithms, and desktop Avogadro 2 workflows.

Medical, Pharmaceutical & Veterinary Curricula Compendium

MBBS Curriculum (Human Medicine & Clinical Pharmacology)

Comprehensive transition state trajectories and thermodynamic profiles for essential therapeutics: Aspirin Serine-530/516 acetylation of COX-1/2, Paracetamol hepatic CYP2E1 oxidation into toxic NAPQI and N-acetylcysteine antidotal conjugation, Penicillin beta-lactam acyl-enzyme formation with bacterial penicillin-binding proteins, and local anesthetic sodium-channel blockade mechanisms.

Pharm-D Curriculum (Pharmaceutical Sciences & Medicinal Chemistry)

Advanced drug synthesis pathways, enantioselective esterification, activation barrier free energy calculations (ΔG‡, ΔH‡, ΔS‡), nucleophilic substitution kinetics, formulation stability, and prodrug activation mechanisms.

DVM Curriculum (Veterinary Medicine & Comparative Pharmacology)

Comparative veterinary pharmacokinetics, feline glucuronidation deficiencies, canine NSAID toxicity pathways, equine anesthetic biotransformation, and species-specific antimicrobial resistance profiles.

Machine Learning Interatomic Potentials (MLIP)

Quantum Forge executes sub-second energy and force evaluations utilizing equivariant message passing (MACE), Crystal Hamiltonian Graph Neural Networks (CHGNet), high-dimensional neural potentials (ANI-2x), and extended tight-binding semi-empirical methods (GFN2-xTB).

Legal & Academic Information

⚠️ Quantum Forge is an educational simulation and theoretical modeling platform — not for clinical diagnosis, prescribing, or medical treatment.

Copyright © 2026 Ali Asghar. All Rights Reserved. Protected by DMCA.

Quantum Forge — Next-Generation Transition State MLIP & Quantum Chemistry Reaction Dynamics Workstation

Author: Ali Asghar <aliasgharinnocent@yahoo.com>

Curated Clinical & Pharmaceutical Reaction Dynamics

Human Medicine (MBBS)

Reaction kinetics, intermediate geometries, and activation energies for landmark clinical drugs including Aspirin, Paracetamol, Penicillin, Ibuprofen, and Ciprofloxacin.

Doctor of Pharmacy (Pharm-D)

Organic drug synthesis routes, medicinal chemistry transition states, thermodynamic partition functions, and prodrug bioconversion pathways.

Doctor of Veterinary Medicine (DVM)

Comparative metabolism, feline and canine drug safety margins, and species-specific hepatic biotransformation kinetics.

Machine Learning Interatomic Potentials (MLIP)

In-browser GPU-accelerated and backend neural potentials including MACE, CHGNet, ANI-2x, and GFN2-xTB with Avogadro 2 bidirectional compatibility.