| unchecked | The resulting model can predict the thermodynamic stability of arbitrary compositions without any other input and with six orders of magnitude less computer time than DFT.DOI 10.1103/physrevb.89.094104 · ext:99b39a2d1b1608fd | 0.55 | 9.53 | 0 | 0 | Materials Science | 9 Oct 2026 |
| unchecked | We find that the attention output correlates well with the position of sorting signals.DOI 10.1093/nar/gkac278 · ext:95ebfab2058299ff | 0.55 | 9.52 | 0 | 0 | Biochemistry, Genetics and Molecular Biology | 9 Oct 2026 |
| unchecked | We achieve state-of-the-art performance in DeepLoc 2.0 by using a pre-trained protein language model.DOI 10.1093/nar/gkac278 · ext:288936c6159be1bb | 0.55 | 9.52 | 0 | 0 | Biochemistry, Genetics and Molecular Biology | 9 Oct 2026 |
| unchecked | This approach represents a simple, accessible, and highly flexible route to obtaining large databases of structured specialized scientific knowledge extracted from research papers.DOI 10.1038/s41467-024-45563-x · conceptual · ext:e8d04e0f571c0456 | 0.55 | 9.52 | 0 | 0 | Computer Science | 7 Oct 2026 |
| unchecked | Specifically, dendritic subunits of layer II medial entorhinal stellate cells provide multiple linear interference patterns along different directions, with their product determining the firing of the cell.DOI 10.1002/hipo.20327 · ext:f58220f333e5d50d | 0.55 | 9.51 | 0 | 0 | Neuroscience | 7 Oct 2026 |
| unchecked | We combine our CMB lensing measurements with CMB anisotropies to constrain extensions of $Λ$CDM, limiting the sum of the neutrino masses to $\sum m_ν < 0.13$ eV (95% c.l.), for example.arXiv 2304.05203 · ext:04cd592c95b4d852 | 0.55 | 9.48 | 1 | 1 | Physics and Astronomy | 10 Oct 2026 |
| unchecked | A neural representation of external space at this early time points to strong innate components for perception of space.DOI 10.1126/science.1188210 · conceptual · ext:43882fd0ed4f9007 | 0.55 | 9.47 | 0 | 0 | Neuroscience | 7 Oct 2026 |
| unchecked | By using its predicted amino acid probabilities for each residue in hidden Markov model sequence searches, ModelAngelo outperforms human experts in the identification of proteins with unknown sequences.DOI 10.1038/s41586-024-07215-4 · ext:053864bb094f5520 | 0.55 | 9.46 | 0 | 0 | Biochemistry, Genetics and Molecular Biology | 8 Oct 2026 |
| unchecked | For nucleotides, ModelAngelo builds backbones with similar accuracy to those built by humans.DOI 10.1038/s41586-024-07215-4 · ext:24f99acb5f6dc54e | 0.55 | 9.46 | 0 | 0 | Biochemistry, Genetics and Molecular Biology | 8 Oct 2026 |
| unchecked | By combining information from the cryo-EM map with information from protein sequence and structure in a single graph neural network, ModelAngelo builds atomic models for proteins that are of similar quality to those generated by human expe…DOI 10.1038/s41586-024-07215-4 · ext:8006d3f835772b10 | 0.55 | 9.46 | 0 | 0 | Biochemistry, Genetics and Molecular Biology | 8 Oct 2026 |
| unchecked | Our extensive empirical evaluation shows that self-consistency boosts the performance of chain-of-thought prompting with a striking margin on a range of popular arithmetic and commonsense reasoning benchmarks, including GSM8K (+17.9%), SVA…arXiv 2203.11171 · ext:76748412c9d9ab74 | 0.55 | 9.45 | 0 | 0 | Computer Science | 8 Oct 2026 |
| unchecked | After learning, TEM entorhinal cells display diverse properties resembling apparently bespoke spatial responses, such as grid, band, border, and object-vector cells.DOI 10.1016/j.cell.2020.10.024 · ext:f0b90f06d766d718 | 0.55 | 9.45 | 0 | 0 | Neuroscience | 7 Oct 2026 |
| unchecked | One striking consequence of this result is that a coarse threshold for a random graph property can only happen when the value of the critical edge probability is a rational power of $n$.DOI 10.1090/s0894-0347-99-00305-7 · conceptual · ext:dcc2070741d22386 | 0.55 | 9.45 | 0 | 0 | Mathematics | 6 Oct 2026 |
| unchecked | We show that if $d\mu _p(P)/dp$ is small (corresponding to a non-sharp threshold), then there is a list of graphs of bounded size such that $P$ can be approximated by the property of having one of the graphs as a subgraph.DOI 10.1090/s0894-0347-99-00305-7 · conceptual · ext:eb0ad5436348ee1c | 0.55 | 9.45 | 0 | 0 | Mathematics | 6 Oct 2026 |
| unchecked | It can exploit hybrid OpenMP/MPI parallelization, and has sub-millisecond overhead per posterior evaluation.arXiv 2005.05290 · ext:948abdebeed497f3 | 0.55 | 9.44 | 0 | 0 | Mathematics | 10 Oct 2026 |
| unchecked | This implies an equivalence between over-parameterized neural networks and neural tangent kernel (NTK) in the finite (and polynomial) width setting.arXiv 1811.03962 · conceptual · ext:39ccc9a35f6f67df | 0.55 | 9.43 | 0 | 0 | Computer Science | 6 Oct 2026 |
| unchecked | Introducing an asymmetry in the model allows the activity bumps to be shifted in any direction, at a rate proportional to velocity, to achieve path integration.DOI 10.1523/jneurosci.4353-05.2006 · ext:6d193d9818ee88a1 | 0.55 | 9.42 | 0 | 0 | Neuroscience | 7 Oct 2026 |
| unchecked | The spatial firing fields of the simulated cells closely resemble those of dMEC cells.DOI 10.1523/jneurosci.4353-05.2006 · ext:8f1626b4a8423a08 | 0.55 | 9.42 | 0 | 0 | Neuroscience | 7 Oct 2026 |
| unchecked | Notably, data and simulations agreed only when models were optimized to find simple solutions.DOI 10.1038/nn.4042 · ext:f526c6ad2527e459 | 0.55 | 9.42 | 0 | 0 | Neuroscience | 7 Oct 2026 |
| unchecked | Analysis of trained models revealed that the natural dynamical solution was a low-dimensional oscillator that generated the necessary multiphasic commands.DOI 10.1038/nn.4042 · ext:b42614e456a87c93 | 0.55 | 9.42 | 0 | 0 | Neuroscience | 7 Oct 2026 |
| unchecked | We quantify safety using a metric based on an illustrative set of human values, and we find that filtering candidate responses using a LaMDA classifier fine-tuned with a small amount of crowdworker-annotated data offers a promising approac…arXiv 2201.08239 · ext:099e999e7f9c0d47 | 0.55 | 9.41 | 0 | 0 | Computer Science | 10 Oct 2026 |
| unchecked | We quantify factuality using a groundedness metric, and we find that our approach enables the model to generate responses grounded in known sources, rather than responses that merely sound plausible.arXiv 2201.08239 · ext:4e3b6e192f56d3e6 | 0.55 | 9.41 | 0 | 0 | Computer Science | 10 Oct 2026 |
| unchecked | For 11 proteomes, an average of 25% additional residues can be confidently modeled when compared with homology modeling, identifying structural features rarely seen in the Protein Data Bank.DOI 10.1038/s41594-022-00849-w · ext:d82bb5165241e215 | 0.55 | 9.41 | 0 | 0 | Biochemistry, Genetics and Molecular Biology | 9 Oct 2026 |
| unchecked | For short- to medium-range forecasting, our model significantly outperforms persistence, climatology, and a coarse-resolution dynamical numerical weather prediction (NWP) model.arXiv 2003.11927 · ext:50c05285d5580e57 | 0.55 | 9.40 | 0 | 1 | Earth and Planetary Sciences | 7 Oct 2026 |
| unchecked | Application of the different published 8- to 3-state reduction methods shows variation of over 3% on apparent prediction accuracy.DOI 10.1002/(sici)1097-0134(19990301)34:4<508::aid-prot10>3.0.co;2-4 · ext:ccdee35c3f66c4ec | 0.55 | 9.39 | 0 | 0 | Biochemistry, Genetics and Molecular Biology | 9 Oct 2026 |
| unchecked | A simple consensus prediction on the 396 domains, with automatically generated multiple sequence alignments gives an average Q3 prediction accuracy of 72.9%.DOI 10.1002/(sici)1097-0134(19990301)34:4<508::aid-prot10>3.0.co;2-4 · ext:8b3c320f37e4bdcf | 0.55 | 9.39 | 0 | 0 | Biochemistry, Genetics and Molecular Biology | 9 Oct 2026 |
| unchecked | Infodemic is a trending topic in public health and the ability of LLMs to rapidly produce vast amounts of text could leverage misinformation spread at an unprecedented scale, this could create an “AI-driven infodemic,” a novel public healt…DOI 10.3389/fpubh.2023.1166120 · conceptual · ext:d94a906d6d5b263a | 0.55 | 9.38 | 0 | 0 | Social Sciences | 9 Oct 2026 |
| unchecked | We show that even simple filter pruning techniques can reduce inference costs for VGG-16 by up to 34% and ResNet-110 by up to 38% on CIFAR10 while regaining close to the original accuracy by retraining the networks.arXiv 1608.08710 · ext:f171b95e6a5e0a3f | 0.55 | 9.38 | 0 | 0 | Computer Science | 7 Oct 2026 |
| unchecked | In contrast to pruning weights, this approach does not result in sparse connectivity patterns.arXiv 1608.08710 · conceptual · ext:9a5d24c910c7aa25 | 0.55 | 9.38 | 0 | 0 | Computer Science | 7 Oct 2026 |
| unchecked | As a highlight, Chinchilla reaches a state-of-the-art average accuracy of 67.5% on the MMLU benchmark, greater than a 7% improvement over Gopher.arXiv 2203.15556 · ext:272cb874d2c1ff85 | 0.55 | 9.37 | 0 | 0 | Computer Science | 7 Oct 2026 |
| unchecked | Chinchilla uniformly and significantly outperforms Gopher (280B), GPT-3 (175B), Jurassic-1 (178B), and Megatron-Turing NLG (530B) on a large range of downstream evaluation tasks.arXiv 2203.15556 · ext:ed0a97957f5efcfb | 0.55 | 9.37 | 0 | 0 | Computer Science | 7 Oct 2026 |
| unchecked | By training over 400 language models ranging from 70 million to over 16 billion parameters on 5 to 500 billion tokens, we find that for compute-optimal training, the model size and the number of training tokens should be scaled equally: fo…arXiv 2203.15556 · ext:070f3f3d6c5a4059 | 0.55 | 9.37 | 0 | 0 | Computer Science | 7 Oct 2026 |
| unchecked | Implementation of cognitive control in a constantly changing environment depends on the dynamic and flexible organization of PFC networks.DOI 10.1038/s41386-021-01152-w · conceptual · ext:f9d44a85da99c4db | 0.55 | 9.36 | 0 | 0 | Neuroscience | 10 Oct 2026 |
| supported | Rapamycin increased lifespan more in females than in males at each dose evaluated, perhaps reflecting sexual dimorphism in blood levels of this drug.DOI 10.1111/acel.12194 · ext:db37ab3849d8e4db | 0.71 | 9.35 | 1 | 0 | Biochemistry, Genetics and Molecular Biology | 8 Oct 2026 |
| unchecked | Our large-scale experiments involve models trained on up to two billion image-text pairs and identify power law scaling for multiple downstream tasks including zero-shot classification, retrieval, linear probing, and end-to-end fine-tuning.arXiv 2212.07143 · ext:f5b57178d0da9c69 | 0.55 | 9.31 | 0 | 0 | Computer Science | 7 Oct 2026 |
| unchecked | These findings provide experimental support for Kant's 200-year-old concept of space as an a priori faculty of the mind.DOI 10.1126/science.1188224 · conceptual · ext:550b7ed3c6ca391b | 0.55 | 9.28 | 0 | 0 | Neuroscience | 10 Oct 2026 |
| unchecked | A neural representation of external space at this early time points to strong innate components for perception of space.DOI 10.1126/science.1188224 · conceptual · ext:37df01afb29264f2 | 0.55 | 9.28 | 0 | 0 | Neuroscience | 10 Oct 2026 |
| unchecked | We show that using only zero-shot inference, without any supervision from experimental data or additional training, protein language models capture the functional effects of sequence variation, performing at state-of-the-art.DOI 10.1101/2021.07.09.450648 · ext:9842f4fa317364b4 | 0.55 | 9.28 | 0 | 0 | Biochemistry, Genetics and Molecular Biology | 9 Oct 2026 |
| unchecked | Overall, the important novelty is speed: where the lightning-fast HHblits needed on average about two minutes to generate the evolutionary information for a target protein, SeqVec created embeddings on average in 0.03 s.DOI 10.1186/s12859-019-3220-8 · ext:435d4281925563e7 | 0.55 | 9.27 | 0 | 0 | Biochemistry, Genetics and Molecular Biology | 9 Oct 2026 |
| unchecked | At the per-residue level, secondary structure (Q3 = 79% ± 1, Q8 = 68% ± 1) and regions with intrinsic disorder (MCC = 0.59 ± 0.03) were predicted significantly better than through one-hot encoding or through Word2vec-like approaches.DOI 10.1186/s12859-019-3220-8 · ext:5ba11e16497807bb | 0.55 | 9.27 | 1 | 0 | Biochemistry, Genetics and Molecular Biology | 9 Oct 2026 |
| unchecked | Additionally, after being initialized with an arbitrary model state, the network can through repeatedly feeding back its predictions into its inputs create a climate run, which has similar climate statistics to the climate of the general c…DOI 10.1029/2018gl080704 · ext:1247ffabc6bbd0e1 | 0.55 | 9.27 | 0 | 1 | Earth and Planetary Sciences | 8 Oct 2026 |
| unchecked | Network topography estimated by MS-HBM was more effective for behavioral prediction than network size, as well as network topography estimated by other parcellation approaches.DOI 10.1093/cercor/bhy123 · ext:8e1e3378efabfbb2 | 0.55 | 9.26 | 0 | 0 | Neuroscience | 10 Oct 2026 |
| unchecked | We also showed that behavioral phenotypes across cognition, personality, and emotion could be predicted by individual-specific network topography with modest accuracy, comparable to previous reports predicting phenotypes based on connectiv…DOI 10.1093/cercor/bhy123 · ext:f803a88250f31125 | 0.55 | 9.26 | 0 | 0 | Neuroscience | 10 Oct 2026 |
| unchecked | Compared with other approaches, MS-HBM parcellations generalized better to new rs-fMRI and task-fMRI data from the same subjects.DOI 10.1093/cercor/bhy123 · ext:b71842be8a25aeb3 | 0.55 | 9.26 | 0 | 0 | Neuroscience | 10 Oct 2026 |
| unchecked | Further, interactions with boundaries yield direction-dependent error correction, suggesting that border cells serve as a neural substrate for error correction.DOI 10.1016/j.neuron.2015.03.039 · ext:39ee82d6b296b557 | 0.55 | 9.24 | 0 | 1 | Neuroscience | 7 Oct 2026 |
| unchecked | We found that error accumulates relative to time and distance traveled since the animal last encountered a boundary.DOI 10.1016/j.neuron.2015.03.039 · ext:47a49d1610287e45 | 0.55 | 9.24 | 0 | 1 | Neuroscience | 7 Oct 2026 |
| unchecked | Insights from this model include a common mechanism for the construction of spatial scenes in the service of both imagery and episodic retrieval and a role for the remainder of Papez's circuit in orienting the viewpoint used.DOI 10.1196/annals.1440.002 · conceptual · ext:920f24bdd4d464c4 | 0.55 | 9.24 | 0 | 0 | Neuroscience | 10 Oct 2026 |
| unchecked | These growth-reducing effects of high public debt are apparently not transmitted exclusively through high real interest rates, as in eleven of the episodes, interest rates are not materially higher.DOI 10.1257/jep.26.3.69 · conceptual · ext:0fac4f0e2e6e1a59 | 0.55 | 9.23 | 0 | 0 | Economics, Econometrics and Finance | 9 Oct 2026 |
| unchecked | Among the 26 episodes we identify, 20 lasted more than a decade.DOI 10.1257/jep.26.3.69 · ext:17afb6b3db854c7b | 0.55 | 9.23 | 0 | 0 | Economics, Econometrics and Finance | 9 Oct 2026 |
| unchecked | Consistent with Reinhart and Rogoff (2010) and most of the more recent research, we find that public debt overhang episodes are associated with lower growth than during other periods.DOI 10.1257/jep.26.3.69 · ext:4751b314bde33052 | 0.55 | 9.23 | 0 | 0 | Economics, Econometrics and Finance | 9 Oct 2026 |