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Theoretical physicists working at a blackboard collaboration pod in the Beecroft building.
Credit: Jack Hobhouse

Ard Louis

Professor of Theoretical Physics

Research theme

  • Biological physics

Sub department

  • Rudolf Peierls Centre for Theoretical Physics

Research groups

  • Condensed Matter Theory
ard.louis@physics.ox.ac.uk
Louis Research Group members
Louis Research Group
  • About
  • Research
  • Publications on arXiv/bioRxiv
  • Publications

Robustness and Stability of Spin Glass Ground States to Perturbed Interactions

(2020)

Authors:

Vaibhav Mohanty, Ard A Louis
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Details from ArXiV

Generalization bounds for deep learning

(2020)

Authors:

Guillermo Valle-Pérez, Ard A Louis
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Measuring internal forces in single-stranded DNA: application to a DNA force clamp

Journal of Chemical Theory and Computation American Chemical Society 16:12 (2020) 7764-7775

Authors:

Megan C Engel, Flavio Romano, Ard A Louis, Jonathan PK Doye

Abstract:

We present a new method for calculating internal forces in DNA structures using coarse-grained models and demonstrate its utility with the oxDNA model. The instantaneous forces on individual nucleotides are explored and related to model potentials, and using our framework, internal forces are calculated for two simple DNA systems and for a recently published nanoscopic force clamp. Our results highlight some pitfalls associated with conventional methods for estimating internal forces, which are based on elastic polymer models, and emphasize the importance of carefully considering secondary structure and ionic conditions when modeling the elastic behavior of single-stranded DNA. Beyond its relevance to the DNA nanotechnological community, we expect our approach to be broadly applicable to calculations of internal force in a variety of structures—from DNA to protein—and across other coarse-grained simulation models.
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Reconfigurable T‐junction DNA origami

Angewandte Chemie International Edition Wiley 59:37 (2020) 15942-15946

Authors:

Katherine Young, Behnam Najafi, William Sant, Sonia Contera, Ard Louis, Jonathan Doye, Andrew Turberfield, Jonathan Bath

Abstract:

DNA self‐assembly allows the construction of nanometre‐scale structures and devices. Structures with thousands of unique components are routinely assembled in good yield. Experimental progress has been rapid, based largely on empirical design rules. Here we demonstrate a DNA origami technique designed as a model system with which to explore the mechanism of assembly. The origami fold is controlled through single‐stranded loops embedded in a double‐stranded DNA template and is programmed by a set of double‐stranded linkers that specify pairwise interactions between loop sequences. Assembly is via T‐junctions formed by hybridization of single‐stranded overhangs on the linkers with the loops. The sequence of loops on the template and the set of interaction rules embodied in the linkers can be reconfigured with ease. We show that a set of just two interaction rules can be used to assemble simple T‐junction origami motifs and that assembly can be performed at room temperature.
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Is SGD a Bayesian sampler? Well, almost

(2020)

Authors:

Chris Mingard, Guillermo Valle-Pérez, Joar Skalse, Ard A Louis
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