16 citations · 21 across the 5 of their papers we have counts for
5 papers
Efficient Microcanonical Histogram Analysis and Application to Peptide Aggregation
Michael Bachmann
A novel approach designed to directly estimate microcanonical quantities from energy histograms is proposed, which enables the immediate systematic identification and classificatio…
Dissecting a Small Artificial Neural Network
Xiguang Yang, Krish Arora, Michael Bachmann
We investigate the loss landscape and backpropagation dynamics of convergence for the simplest possible artificial neural network representing the logical exclusive-OR (XOR) gate.…
Secondary-Structure Phase Formation for Semifelxible Polymers by Bifurcation in Hyperphase Space
Dilimulati Aierken, Michael Bachmann
Canonical analysis has long been the primary analysis method for studies of phase transitions. However, this approach is not sensitive enough if transition signals are too close in…
Adsorption of flexible polymer chains on a surface: Effects of different solvent conditions
P. H. L. Martins, J. A. Plascak, M. Bachmann
Polymer chains undergoing a continuous adsorption-desorption transition are studied through extensive computer simulations. A three-dimensional self-avoiding walk lattice model of…
Monte Carlo Simulations
Michael Bachmann
Monte Carlo computer simulations are virtually the only way to analyze the thermodynamic behavior of a system in a precise way. However, the various existing methods exhibit extrem…