Robert John Nicholas Baldock

Publications by Year

Research Areas

Markov Chains and Monte Carlo Methods, Topology Optimization in Engineering, Machine Learning and Data Classification, Neural Networks and Applications, High-pressure geophysics and materials

Most-Cited Works

• → Determining pressure-temperature phase diagrams of materials(2016)70 cited
• → Constant-pressure nested sampling with atomistic dynamics(2017)44 cited
• → What Do Neural Networks Learn When Trained With Random Labels?(2020)29 cited
• → Structural Topology Optimization of Braced Steel Frameworks Using Genetic Programming(2006)20 cited
• → Deep Learning Through the Lens of Example Difficulty(2021)20 cited
• → Evolving Optimized Braced Steel Frameworks for Tall Buildings Using Modified Pattern Search(2005)16 cited
• → Classical Statistical Mechanics with Nested Sampling(2017)14 cited
• Structural optimisation in building design practice - case-studies in topology optimisation of bracing systems(2007)
• → Exploiting molecular dynamics in Nested Sampling simulations of small peptides(2015)6 cited
• What Do Neural Networks Learn When Trained With Random Labels(2020)