FullCert: deterministic end-to-end certification for training and inference of neural networks by Lorenz, T, Kwiatkowska, M, Fritz, M

Climate change mitigation policies for developing countries by Caucheteux, J, Fankhauser, S, Srivastav, S

Oil discoveries and protectionism: role of news effects by Perez-Sebastian, F, Raveh, O, van der Ploeg, F

Instabilities in tidal turbine wakes by Smyth, ASM, Nishino, T, Young, AM

Structural changes in the silver-carbon composite anode interlayer of solid-state batteries by Spencer-Jolly, D, Agarwal, V, Doerrer, C, Hu, B, Zhang, S, Melvin, DLR, Gao, H, Gao, X, Adamson, P, Magdysyuk, OV, Grant, PS, House, RA, Bruce, PG

Biodiversity offsets perform poorly for both people and nature, but better approaches are available by Mancini, MC, Collins, RM, Addicott, ET, Balmford, BJ, Binner, A, Bull, JW, Day, BH, Eigenbrod, F, Zu Ermgassen, SOS, Faccioli, M, Fezzi, C, Groom, B, Milner-Gulland, E, Owen, N, Tingley, D, Wright, E, Bateman, IJ

Expectation vs. reality: towards verification of psychological games by Kwiatkowska, M, Norman, G, Parker, D, Santos, G

The truth about cats and dogs by Parkhi, O, Vedaldi, A, Jawahar, C, Zisserman, A

Augmented reality application for chemical engineering unit operations by Gunawan, P, Kwan, J, Cai, Y, Yang, R

Using patient perspectives to inform better clinical trial design and conduct: current trends and future directions by Faulkner, SD, Somers, F, Boudes, M, Nafria, B, Robinson, P

Scene classification via pLSA by Bosch, A, Zisserman, A, Muñoz, X

Naturalistic multimodal emotion data with deep learning can advance the theoretical understanding of emotion by Angkasirisan, T

Reasons and reproduction: gene editing and genetic selection by McMahan, J, Savulescu, J

Natural gas in Brazil: a challenging market landscape by Gomes, I

Deep mutation, insertion and deletion scanning across the Enterovirus A proteome reveals constraints shaping viral evolution by Bakhache, W, Symonds-Orr, W, McCormick, L, Dolan, PT

Comparison of physics, chemistry and biology teachers’ perceptions of nature of science and domains of science by Kaya, E, Erduran, S

Efficient mechanisms for level-k bilateral trading by Crawford, VP

Arthritis complicating inflammatory bowel disease— the future is now by Song, K, Satsangi, J, Coates, LC

Lattice Boltzmann formulation for eight-wave magnetohydrodynamics by Dellar, PJ

The manga whisperer: automatically generating transcriptions for comics by Sachdeva, R, Zisserman, A