FullCert: deterministic end-to-end certification for training and inference of neural networks by Lorenz, T, Kwiatkowska, M, Fritz, M

“…Modern machine learning models are sensitive to the manipulation of both the training data (poisoning attacks) and inference data (adversarial examples). Recognizing this issue, the community has developed many empirical defenses against both attacks and, more recently, certification methods with provable guarantees against inference-time attacks. …”

Effects of purification on the hydrogen production in biomass gasification process by Muhammad Bilal, Muslim, Suriyati, Saleh, Noor Asma Fazli, Abdul Samad

“…These biomass wastes are used to produce hydrogen gas via gasification process. In order to study the gasification process, there have been substantial researches involving gasification using process simulation studies where the most commonly used is Aspen Plus software. …”
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Performance comparison on biomass gasification reactor for hydrogen production by Muhammad Bilal, Muslim, Suriyati, Saleh, Tuan Amran, Tuan Abdullah, Arshad, Ahmad, Noor Asma Fazli, Abdul Samad

“…The main advantage of biomass as renewable energy source is its capability to produce near zero carbon dioxide emissions through the use of gasification process. Usually the gasification process either using downdraft fixed bed or bubbling fluidized bed is the most preferred gasifier in order to produce the hydrogen gas which is useful for energy production. …”
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Catalytic activities and resistance to poisoning of tar reforming catalysts for syngas upgrading by Dara Khairunnisa Mohamed

“…Tar is formed from the thermal decomposition of organic compounds during the gasification of waste and biomass and is a major contaminant in syngas. …”
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Evaluating the socio-environmental impacts of monoculture cashew expansion in the Northern Western Ghats, India by Anushka Rege

“…Research along such socio-environmental lines can possibly contribute to the development of sustainability and certification initiatives for cashew. There is an urgent need to pay research attention to crops like cashew that are grown by smallholders and contribute to apparently small-scale yet consistent forest loss.…”
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Partnership Ties Shape Friendship Networks: A Dynamic Social Network Study by Stadtfeld, Christoph, Pentland, Alex

“…Thus, two homophilic ties emerge based on a single partner's preferences. This amplification of homophily can be observed in many attributes (e.g., ethnicity, religion, age). …”
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Exploring and Exploiting Ribonuclease 1: from Protein Biochemistry to Protein Engineering by Wralstad, Evans Christian

“…This work clarifies reported inconsistencies in enzymological features of this key viral protease and relies on a non-Michaelis–Menten, Bayesian inference-based analytical technique to circumvent some of the causes of the inconsistent prior reports. …”
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