The Kitchin Research Group
http://jkitchin.github.io/blog
Chemical Engineering at Carnegie Mellon UniversityTue, 12 Feb 2019 14:21:08 GMTBlogofilehourly1Line integrals in Python with autograd
http://jkitchin.github.io/blog/2018/11/16/Line-integrals-in-Python-with-autograd
Fri, 16 Nov 2018 08:39:44 EST8pnl2uSxymXf56S8frpp6psrwys=Line integrals in Python with autogradUsing autograd for error propagation
http://jkitchin.github.io/blog/2018/11/05/Using-autograd-for-error-propagation
Mon, 05 Nov 2018 21:04:21 ESTVOnvqoFwCueTJTkZl1jY2hDGjqY=Using autograd for error propagationConstrained optimization with Lagrange multipliers and autograd
http://jkitchin.github.io/blog/2018/11/03/Constrained-optimization-with-Lagrange-multipliers-and-autograd
Sat, 03 Nov 2018 09:39:20 EDTIy0PvHLUa3-zADMW_uQnOCfZ6Z4=Constrained optimization with Lagrange multipliers and autogradSolving coupled ODEs with a neural network and autograd
http://jkitchin.github.io/blog/2018/11/02/Solving-coupled-ODEs-with-a-neural-network-and-autograd
Fri, 02 Nov 2018 19:53:00 EDTRy5Ux3UbG7_HZnK_dVp9iHlLtpE=Solving coupled ODEs with a neural network and autogradA differentiable ODE integrator for sensitivity analysis
http://jkitchin.github.io/blog/2018/10/11/A-differentiable-ODE-integrator-for-sensitivity-analysis
Thu, 11 Oct 2018 12:13:01 EDTx1b-cquyAyl6Ic4uE4zs0jj8a6U=A differentiable ODE integrator for sensitivity analysisAutograd and the derivative of an integral function
http://jkitchin.github.io/blog/2018/10/10/Autograd-and-the-derivative-of-an-integral-function
Wed, 10 Oct 2018 18:24:12 EDTcO6xXl0wefWmv_shWZaPoagKeJs=Autograd and the derivative of an integral functionCompressibility variation from an implicit equation of state
http://jkitchin.github.io/blog/2018/10/09/Compressibility-variation-from-an-implicit-equation-of-state
Tue, 09 Oct 2018 09:21:06 EDT5_ZW_tD3wR0tLozwLCnpfsH_myk=Compressibility variation from an implicit equation of stateGetting derivatives from implicit functions with autograd
http://jkitchin.github.io/blog/2018/10/08/Getting-derivatives-from-implicit-functions-with-autograd
Mon, 08 Oct 2018 19:53:21 EDTvzdJUvksnYiFe3TCZNWRgZOmbqc=Getting derivatives from implicit functions with autogradCompressibility factor variation from the van der Waals equation by three different approaches
http://jkitchin.github.io/blog/2018/10/07/Compressibility-factor-variation-from-the-van-der-Waals-equation-by-three-different-approaches
Sun, 07 Oct 2018 13:08:11 EDTnzuQ2552fiegwa_OqTuF-vQ3pMs=Compressibility factor variation from the van der Waals equation by three different approachesSolving an eigenvalue differential equation with a neural network
http://jkitchin.github.io/blog/2017/11/29/Solving-an-eigenvalue-differential-equation-with-a-neural-network
Wed, 29 Nov 2017 21:17:03 ESTk6Vx3x7cr1E5mihuaxrKNEeJLZs=Solving an eigenvalue differential equation with a neural network