Mathematics and Statistics, Un. of Guelph
Adjunct Prof., Chem. Eng., Un. of Waterloo
Macroscopic and molecular thermodynamics,
Machine Learning, CO2 capture
Happy to share the latest paper from our group, reviewing the relationship and inter-convertibility of stochiometric and non-stoichiometric formulations of chemical reaction equilibrium.
https://t.co/wLGnAZlZk9
@janhjensen AI models are simply nonlinear (in the parameters) regression models, nothing more, nothing less (except for their sexy name). They only reliably produce "interpolations", which are different than "predictions". Only scientifically based models can "predict" (i.e. extrapolate).
@andrewwhite01 I strongly suggest updating to LaTeX. It's NOT hard to learn Just install/ get access to a good interface (WinEdt or Overleaf) and get a sample document created by a friend in your field. Then just play with it for an afternoon by changing things to see what happens.
@jchodera@proteneer The SE dates to the 1700's, well before thermodynamics arose. If you work in a narrow enough area of stat mech, thermo is less important. But if you want to use it to study the molecular basis for e.g. heat engines in general, or electrolyte solns, it's critically important.
Ideal-gas property calculations for carbon capturing solvent species. We used G3B3 and G4; any suggestions for a better way? (BTW, the usual B3LYP is terrible for these species!)
https://t.co/JhWzD6y5am
"An Efficient Molecular Simulation Methodology for Chemical Reaction Equilibria In Electrolyte Solutions: Application to CO2 Reactive Absorption", #compchem J. Noroozi and W.R. Smith https://t.co/9crpaG7wu7
Just uploaded "Chemical Reaction Stoichiometry: A Key Link between Thermodynamics and Kinetics, and an Excel Implementation" to ChemRxiv. I'm interested in your opinion as to the importance of this approach for chemists. #compchem
Just out in ACS @ACSCentSci . "Molecular Simulation of Chemical Reaction Equilibrium by Computationally Efficient Free Energy Minimization", DOI: 10.1021/acscentsci.8b00361. This paper combines undergraduate macroscopic physical chemistry concepts with molecular simulation.