As an illustration, let us consider the physical example of a spin system that depends onGthrough a coupling parameterJ ≥ 0, where the spins are more (largeJ) or less (smallJ) likely to align with their first neighbors inG. AtJ = 0, the spins are completely uncorrelated and f...
1). We then predicted triple mutations for each hybrid repressor that possess the best C(S) score. Designing hybrid repressors to improve allosteric regulation activities We then tested whether our coevolutionary modeling approach is sufficient to rationally improve the performance of hybrid repressors...
But there’s nothing rarefied or highbrow about the pigeon. Who among us, sitting alone at an outdoor table, hasn’t felt judged by a beady-eyed pigeon (or ibis if you live in Sydney)? This particular judgmental pigeon voices something of the complex unease of being a settler Australian ...
6c, values of χnon-prompt are virtually unchanged whether Λ is taken equal to 2.36 as predicted in kinetic simulations [9], equal to 3 as assumed in standard sheath models or equal to a larger value of 3.6. This weak dependency of the tungsten prompt redeposition on the drop of the ...
If you are aiming to reproduce the paper results on the USPTO-full, you may skip the training process and follow the testing section after correctly setting up the data. Training Step 1: Preprocessing the predicted output # Turning the raw prediction files into structured and grouped inputs pyt...
(see Woodruff et al. 2022 andthis post), and mid-dorsal pneumatic hiatuses in juvenile sauropods — predicted by me in 2003, found by Melstrom et al. (2016) and Hanik et al. (2017) — suggest that their air sac systems were broadly comparable. On the other hand, the variety of ...
Prior to evaluating the effects of MY-1 on cells, the MY-1 structure was first predicted by AlphaFold2. As per the results, MY-1 is a novel short peptide with a simple structure containing several classic α-helices, as well as a β-turn and a random coil (Fig. 1A). To examine MY...
[2023.04.23]Sharing 100K ChatGPT predicted permutations on MS MARCO training sethere. [2023.04.19]Our paper is now available athttps://arxiv.org/abs/2304.09542 Below defines a query and three candidate passages: item={'query':'How much impact do masks have on preventing the spread of the ...
suggesting that the extrusion process led to nucleic acid molecule breakage. The presence of CpG-rich genomic DNA in NVs was predicted bioinformatically (Supplementary Data1) and confirmed by PCR assay17(Fig.3c). The DNA derived from NVs, including CpG-rich genomic DNA sequences, could upregulat...
In this study, we employ the cross-entropy loss to quantify the discrepancy between predicted labels and ground truth labels. In practical applications, models often exhibit overconfidence when predicting that a sample belongs to a particular class for one-hot encoded labels. This overconfidence can ...