8 citations · 21 across the 7 of their papers we have counts for
7 papers
Emyx: Fast and efficient all-atom protein generation
Nicholas J. Williams, Ward Haddadin, Matteo P. Ferla +7
Computational enzyme design requires generating proteins that scaffold catalytic residues and ligands, a task that demands both geometric accuracy and structural diversity from the…
Improving generalisability of 3D binding affinity models in low data regimes
Julia Buhmann, Ward Haddadin, Lukáš Pravda +2
Predicting protein-ligand binding affinity is an essential part of computer-aided drug design. However, generalisable and performant global binding affinity models remain elusive,…
Invariant polynomials and machine learning
Ward Haddadin
We present an application of invariant polynomials in machine learning. Using the methods developed in previous work, we obtain two types of generators of the Lorentz- and permutat…
Lorentz and permutation invariants of particles III: constraining non-standard sources of parity violation
Christopher G. Lester, Ward Haddadin, Ben Gripaios
Comparisons of the positive and negative halves of the distributions of parity-odd event variables in particle-physics experimental data can provide sensitivity to sources of non-s…
Lorentz and permutation invariants of particles II
Ben Gripaios, Ward Haddadin, C. G. Lester
Two theorems of Weyl tell us that the algebra of Lorentz- (and parity-) invariant polynomials in the momenta of particles are generated by the dot products and that the redunda…
Lorentz and permutation invariants of particles I
Ben Gripaios, Ward Haddadin, Christopher G. Lester
A theorem of Weyl tells us that the Lorentz (and parity) invariant polynomials in the momenta of particles are generated by the dot products. We extend this result to include t…
Rapid numerical solutions for the Mukhanov-Sasaki equation
W. I. J. Haddadin, W. J. Handley
We develop a novel technique for numerically computing the primordial power spectra of comoving curvature perturbations. By finding suitable analytic approximations for different r…