Nat. Mac. Intell.

Keyphrases

Publications

volume 6, number 3, 2024

Eva Erman, Markus Furendal
The democratization of global AI governance and the role of tech companies. Nat. Mac. Intell. 6 (3) (2024)
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia
Author Correction: A challenge for rounded evaluation of recommender systems. Nat. Mac. Intell. 6 (3) (2024)
Kyle Swanson, Gary Liu, Denise B. Catacutan, Autumn Arnold, James Zou, Jonathan M. Stokes
Generative AI for designing and validating easily synthesizable and structurally novel antibiotics. Nat. Mac. Intell. 6 (3) (2024)
Rodrigo Bonazzola, Enzo Ferrante, Nishant Ravikumar, Yan Xia, Bernard D. Keavney, Sven Plein, Tanveer F. Syeda-Mahmood, Alejandro F. Frangi
Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology. Nat. Mac. Intell. 6 (3) (2024)
Yingying Cao, Tian-Gen Chang, Sahil Sahni, Eytan Ruppin
Reusability report: Leveraging supervised learning to uncover phenotype-relevant biology from single-cell RNA sequencing data. Nat. Mac. Intell. 6 (3) (2024)
Tian Lan, Shuquan Su, Pengyao Ping, Gyorgy Hutvagner, Tao Liu, Yi Pan, Jinyan Li
Generating mutants of monotone affinity towards stronger protein complexes through adversarial learning. Nat. Mac. Intell. 6 (3) (2024)
A. Emin Orhan, Brenden M. Lake
Learning high-level visual representations from a child's perspective without strong inductive biases. Nat. Mac. Intell. 6 (3) (2024)
Glen M. Hocky
Connecting molecular properties with plain language. Nat. Mac. Intell. 6 (3) (2024)

volume 6, number 4, 2024

volume 6, number 5, 2024

Florian Fürrutter, Gorka Muñoz-Gil, Hans J. Briegel
Quantum circuit synthesis with diffusion models. Nat. Mac. Intell. 6 (5) (2024)
Ning Wang, Jiang Bian, Yuchen Li, Xuhong Li, Shahid Mumtaz, Linghe Kong, Haoyi Xiong
Multi-purpose RNA language modelling with motif-aware pretraining and type-guided fine-tuning. Nat. Mac. Intell. 6 (5) (2024)
Diego Marcondes, Adilson Simonis, Junior Barrera
Back to basics to open the black box. Nat. Mac. Intell. 6 (5) (2024)
Abdourahmane Diaw, Michael M. McKerns, Irina Sagert, L. G. Stanton, Michael S. Murillo
Efficient learning of accurate surrogates for simulations of complex systems. Nat. Mac. Intell. 6 (5) (2024)
Andres M. Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D. White, Philippe Schwaller
Augmenting large language models with chemistry tools. Nat. Mac. Intell. 6 (5) (2024)
Ge Wang
Diving into deep learning. Nat. Mac. Intell. 6 (5) (2024)
Empathic AI can't get under the skin. Nat. Mac. Intell. 6 (5) (2024)
Shuxin Zheng, Jiyan He, Chang Liu, Yu Shi, Ziheng Lu, Weitao Feng, Fusong Ju, Jiaxi Wang, Jianwei Zhu, Yaosen Min, He Zhang, Shidi Tang, Hongxia Hao, Peiran Jin, Chi Chen, Frank Noé, Haiguang Liu, Tie-Yan Liu
Predicting equilibrium distributions for molecular systems with deep learning. Nat. Mac. Intell. 6 (5) (2024)
Milong Ren, Chungong Yu, Dongbo Bu, Haicang Zhang
Accurate and robust protein sequence design with CarbonDesign. Nat. Mac. Intell. 6 (5) (2024)
Garriy Shteynberg, Jodi Halpern, Amir Sadovnik, Jon Garthoff, Anat Perry, Jessica Hay, Carlos Montemayor, Michael A. Olson, Tim L. Hulsey, Abrol Fairweather
Does it matter if empathic AI has no empathy? Nat. Mac. Intell. 6 (5) (2024)
Thomas A. Berrueta, Allison Pinosky, Todd D. Murphey
Maximum diffusion reinforcement learning. Nat. Mac. Intell. 6 (5) (2024)

volume 6, number 6, 2024