User profiles for S. Jayakumar

Siddhant M. Jayakumar

- Verified email at finster.ai - Cited by 2684

Saumya Jayakumar

- Verified email at ucsd.edu - Cited by 2527

S. Jayakumar

- Verified email at pondiuni.edu.in - Cited by 2360

[PDF][PDF] Methods to estimate above-ground biomass and carbon stock in natural forests-a review

KT Vashum, S Jayakumar - Journal of Ecosystem & Ecography, 2012 - academia.edu
Carbon exists as carbon dioxide in the atmosphere and constitutes about 0.04% of the
atmosphere. In the recent past, it has gained a lot of attention as a greenhouse gas, as it has …

[PDF][PDF] Impact of forest fire on physical, chemical and biological properties of soil: A review

S Verma, S Jayakumar - proceedings of the International Academy of …, 2012 - academia.edu
Forest fire is very common to all the ecosystems of the world. It affects both vegetation and
soil. It is also helpful in maintaining diversity and stability of ecosystems. Effect of forest fire …

Recent advances in synthetic applications of azadienes

S Jayakumar, MPS Ishar, MP Mahajan - Tetrahedron, 2002 - Elsevier
Nitrogen-containing compounds are widely distributed in nature and include many biologically
important molecules. The synthesis of nitrogen-containing heterocycles has attracted …

Scaling language models: Methods, analysis & insights from training gopher

…, N McAleese, A Wu, E Elsen, S Jayakumar… - arXiv preprint arXiv …, 2021 - arxiv.org
… We observe that the model’s ability to classify text for toxicity increases with scale in few-shot
settings (Figure 5b). The smaller models perform comparably or worse than a random …

[PDF][PDF] The ASK1 inhibitor selonsertib in patients with nonalcoholic steatohepatitis: a randomized, phase 2 trial

R Loomba, E Lawitz, PS Mantry, S Jayakumar… - …, 2018 - Wiley Online Library
Inhibition of apoptosis signal–regulating kinase 1, a serine/threonine kinase, leads to
improvement in inflammation and fibrosis in animal models of nonalcoholic steatohepatitis. We …

Use of zinc oxide nano particles for production of antimicrobial textiles

…, C Balakumar, HAM Ahammed, S Jayakumar… - International Journal of …, 2010 - ajol.info
The application of nanoscale materials and structures, usually ranging from 1 to 100
nanometers (nm), is an emerging area of nanoscience and nanotechnology. Synthesis of noble …

Compressive transformers for long-range sequence modelling

JW Rae, A Potapenko, SM Jayakumar… - arXiv preprint arXiv …, 2019 - arxiv.org
… We can use compression to better understand the model’s mode of operation. We inspect
how compressible Transformer’s activations are as they progress through higher layers in the …

[HTML][HTML] Potent anti-inflammatory activity of ursolic acid, a triterpenoid antioxidant, is mediated through suppression of NF-κB, AP-1 and NF-AT

…, SK Sandur, D Sharma, RS Patwardhan, S Jayakumar… - PloS one, 2012 - journals.plos.org
Background Ursolic acid (UA), a pentacyclic triterpenoid carboxylic acid, is the major component
of many plants including apples, basil, cranberries, peppermint, rosemary, oregano and …

[PDF][PDF] Outbreak of scrub typhus in Pondicherry

…, YS Priya, AP Singh, S Jayakumar, S Purty - J Assoc Physicians …, 2010 - academia.edu
Aim: To describe the diverse clinical and laboratory manifestations of scrub typhus diagnosed
in Pondicherry Institute of Medical Sciences, Pondicherry. Materials and Methods: All …

Stabilizing transformers for reinforcement learning

…, R Pascanu, C Gulcehre, S Jayakumar… - International …, 2020 - proceedings.mlr.press
… Motivated by the transformer’s superior performance over LSTMs and the widespread …
In future work, we hope to test the limits of the GTrXL’s ability to scale in the RL setting by …