User profiles for A. Gholami

Amir Gholami

- Verified email at eecs.berkeley.edu - Cited by 8689

Amin Moghaddas Gholami

- Verified email at tum.de - Cited by 4831

Ahmad Gholami

- Verified email at sums.ac.ir - Cited by 4526

Transcriptional machineries in jasmonate-elicited plant secondary metabolism

N De Geyter, A Gholami, S Goormachtig… - Trends in plant …, 2012 - cell.com
Jasmonates (JAs) act as conserved elicitors of plant secondary metabolism. JA perception
triggers extensive transcriptional reprogramming leading to the concerted activation of entire …

Dimension reduction techniques for the integrative analysis of multi-omics data

…, GG Thallinger, B Kuster, AM Gholami… - Briefings in …, 2016 - academic.oup.com
State-of-the-art next-generation sequencing, transcriptomics, proteomics and other high-throughput
‘omics' technologies enable the efficient generation of large experimental data sets. …

[HTML][HTML] Bioactive graphene quantum dots based polymer composite for biomedical applications

…, N Vijayakameswara Rao, A Babapoor, A Gholami… - Polymers, 2022 - mdpi.com
Today, nanomedicine seeks to develop new polymer composites to overcome current problems
in diagnosing and treating common diseases, especially cancer. To achieve this goal, …

Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge

…, Y Gao, E Gates, D Gering, A Gholami… - arXiv preprint arXiv …, 2018 - arxiv.org
Gliomas are the most common primary brain malignancies, with different degrees of
aggressiveness, variable prognosis and various heterogeneous histologic sub-regions, ie, …

Characterizing possible failure modes in physics-informed neural networks

A Krishnapriyan, A Gholami, S Zhe… - Advances in …, 2021 - proceedings.neurips.cc
Recent work in scientific machine learning has developed so-called physics-informed neural
network (PINN) models. The typical approach is to incorporate physical domain knowledge …

Mass-spectrometry-based draft of the human proteome

M Wilhelm, J Schlegl, H Hahne, AM Gholami… - Nature, 2014 - nature.com
Proteomes are characterized by large protein-abundance differences, cell-type- and time-dependent
expression patterns and post-translational modifications, all of which carry …

High-fat diet alters gut microbiota physiology in mice

H Daniel, AM Gholami, D Berry… - The ISME …, 2014 - academic.oup.com
The intestinal microbiota is known to regulate host energy homeostasis and can be influenced
by high-calorie diets. However, changes affecting the ecosystem at the functional level …

[HTML][HTML] Global burden of chronic respiratory diseases and risk factors, 1990–2019: an update from the Global Burden of Disease Study 2019

…, R Ghanbari, A Ghashghaee, A Gholami… - …, 2023 - thelancet.com
Background Updated data on chronic respiratory diseases (CRDs) are vital in their prevention,
control, and treatment in the path to achieving the third UN Sustainable Development …

[PDF][PDF] The effect of plant growth promoting rhizobacteria (PGPR) on germination, seedling growth and yield of maize

A Gholami, S Shahsavani… - International Journal of …, 2009 - researchgate.net
DSM291, A. lipoferum DSM 1691, A. brasilense DSM 1690 were used. Results of first study
showed seed Inoculation significantly enhanced seed germination and seedling vigour of …

Q-bert: Hessian based ultra low precision quantization of bert

S Shen, Z Dong, J Ye, L Ma, Z Yao, A Gholami… - Proceedings of the AAAI …, 2020 - aaai.org
Transformer based architectures have become de-facto models used for a range of Natural
Language Processing tasks. In particular, the BERT based models achieved significant …