Results 81 to 90 of about 65,539 (306)
FEBS Letters, EarlyView.This study reveals how the mitochondrial protein Slm35 is regulated in Saccharomyces cerevisiae. The authors identify stress‐responsive DNA elements and two upstream open reading frames (uORFs) in the 5′ untranslated region of SLM35. One uORF restricts translation, and its mutation increases Slm35 protein levels and mitophagy.
Hernán Romo‐Casanueva +5 more
wiley +1 more source
Scripting technology for generative modeling
, 2022 S.308-326In the context of computer graphics, a generative model is the description of a three-dimensional shape: Each class of objects is represented by one algorithm M.
Strobl, Martin +3 more
core
JAEGER – Hunting for Antimalarials with Generative Chemistry
, 2021 Recent advances in generative modeling allow designing novel compounds through deep neural networks. One such neural network model, the Junction Tree Variational Auto- Encoder (JT-VAE), excels at proposing chemically valid structures. Based on JT-VAE, we
Armand, Guiguemde +9 more
core +1 more source
Generative modeling for label-free glomerular modeling and classification. [PDF]
, 2020 Generative modeling using GANs has gained traction in machine learning literature, as training does not require labeled datasets. This is perfect for applications in biological datasets, where large labeled datasets are often difficult and expensive to ...
Dong, Wen +4 more
core +1 more source
A generative modeling approach to reconstructing 21 cm tomographic data
Machine Learning: Science and TechnologyAnalyses of the cosmic 21 cm signal are hampered by astrophysical foregrounds that are far stronger than the signal itself. These foregrounds, typically confined to a wedge-shaped region in Fourier space, often necessitate the removal of a vast majority ...
Nashwan Sabti +4 more
doaj +1 more source
Journal of Open Research SoftwareThis paper introduces arfpy, a python implementation of Adversarial Random Forests, which is a lightweight procedure for synthesizing new data that resembles some given data.
Kristin Blesch, Marvin N. Wright
doaj +1 more source
FEBS Letters, EarlyView.The Ile181Asn variant of human UDP‐xylose synthase (hUXS1), associated with a short‐stature genetic syndrome, has previously been reported as inactive. Our findings demonstrate that Ile181Asn‐hUXS1 retains catalytic activity similar to the wild‐type but exhibits reduced stability, a looser oligomeric state, and an increased tendency to precipitate ...
Tuo Li +2 more
wiley +1 more source
Tensor tree learns hidden relational structures in data to construct generative models
Machine Learning: Science and TechnologyBased on the tensor tree network with the Born machine framework, we propose a general method for constructing a generative model by expressing the target distribution function as the amplitude of the quantum wave function represented by a tensor tree ...
Kenji Harada +2 more
doaj +1 more source
FEBS Letters, EarlyView.We reconstituted Synechocystis glycogen synthesis in vitro from purified enzymes and showed that two GlgA isoenzymes produce glycogen with different architectures: GlgA1 yields denser, highly branched glycogen, whereas GlgA2 synthesizes longer, less‐branched chains.
Kenric Lee +3 more
wiley +1 more source
Agnostic latent diversity enhancement in generative modeling
Generative modeling methods can generate images from textual or visual inputs. However, diversity in the generated images persists as a major challenge of the existing approaches.
Teytaud, Olivier +5 more
core +3 more sources