• Methane emissions from Australia estimated by inverse analysis using in-situ and Satellite (GOSAT) atmospheric observations 

  Wang, Fenjuan; Maksyutov, Shamil; Janardanan, Rajesh; Ito, Akihiko; Morino, Isamu; Yoshida, Yukio; Someya, Yu; Tohjima, Yasunori; Kelly, Bryce F. J.; Kaiser, Johannes; Xin, Lan; Mammarella, Ivan; Matsunaga, Tsuneo (Peer reviewed; Journal article, 2025)

  Australia has significant sources of atmospheric methane (CH₄), driven by extensive coal and natural gas production, livestock, and large-scale fires. Accurate quantification and characterization of CH₄ emissions are ...

• Sb-PiPLU: A Novel Parametric Activation Function for Deep Learning 

  Mondal, Ayan; Shrivastava, Vimal K.; Chatterjee, Ayan; Ramachandra, Raghavendra (Peer reviewed; Journal article, 2025)

  The choice of activation function—particularly non-linear ones—plays a vital role in enhancing the classification performance of deep neural networks. In recent years, a variety of non-linear activation functions have been ...

• Addressing the advantages and limitations of using Aethalometer data to determine the optimal absorption Ångström exponents (AAEs) values for eBC source apportionment 

  Savadkoohi, Marjan; Gerras, Mohamed; Favez, Olivier; Petit, Jean-Eudes; Rovira, Jordi; Chen, Gang I.; Via, Marta; Platt, Stephen Matthew; Aurela, Minna; Chazeau, Benjamin; De Brito, Joel F.; Riffault, Véronique; Eleftheriadis, Kostas; Flentje, Harald; Gysel-Beer, Martin; Hueglin, Christoph; Rigler, Martin; Gregorič, Asta; Ivančič, Matic; Keernik, Hannes; Maasikmets, Marek; Liakakou, Eleni; Stavroulas, Iasonas; Luoma, Krista; Marchand, Nicolas; Mihalopoulos, Nikos; Petäjä, Tuukka; Prévôt, André S.H.; Daellenbach, Kaspar R.; Vodička, Petr; Timonen, Hilkka; Tobler, Anna; Vasilescu, Jeni; Dandocsi, Andrei; Mbengue, Saliou; Vratolis, Stergios; Zografou, Olga; Chauvigné, Aurélien; Hopke, Philip K.; Querol, Xavier; Alastuey, Andrés; Pandolfi, Marco (Peer reviewed; Journal article, 2025)

  The apportionment of equivalent black carbon (eBC) to combustion sources from liquid fuels (mainly fossil; eBCLF) and solid fuels (mainly non-fossil; eBCSF) is commonly performed using data from Aethalometer instruments ...

• New Approach Methods (NAMs) for genotoxicity assessment of nano- and advanced materials; Advantages and challenges 

  Gutleb, Arno; Murugadoss, Sivakumar; Stepnik, Maciej; SenGupta, Tanima; El Yamani, Naouale; Longhin, Eleonora Marta; Olsen, Ann-Karin Hardie; Wyrzykowska, Ewelina; Jagiello, Karolina; Judzinska, Beata; Cambier, Sebastien; Honza, Tatiana; McFadden, Erin; Shaposhnikov, Sergey; Puzyn, Tomasz; Serchi, Tommaso; Weber, Pamina; Arnesdotter, Emma; Skakalova, Vier; Jirsova, Katerina; Grudzinski, Ireneusz; Collins, Andrew; Rundén-Pran, Elise; Dusinska, Maria (Peer reviewed; Journal article, 2025)

  Genotoxicity assessment is essential for ensuring chemical safety and mitigating risks to human health and the environment. Traditional methods, reliant on animal models, are time-consuming, costly, and raise ethical ...

• New Approach Methods (NAMs) for genotoxicity assessment of nano- and advanced materials; Advantages and challenges 

  Gutleb, Arno; Murugadoss, Sivakumar; Stepnik, Maciej; SenGupta, Tanima; El Yamani, Naouale; Longhin, Eleonora Marta; Olsen, Ann-Karin Hardie; Wyrzykowska, Ewelina; Jagiello, Karolina; Judzinska, Beata; Cambier, Sebastien; Honza, Tatiana; McFadden, Erin; Shaposhnikov, Sergey; Puzyn, Tomasz; Serchi, Tommaso; Weber, Pamina; Arnesdotter, Emma; Skakalova, Vier; Jirsova, Katerina; Grudzinski, Ireneusz; Collins, Andrew; Rundén-Pran, Elise; Dusinska, Maria (Peer reviewed; Journal article, 2025)

  Genotoxicity assessment is essential for ensuring chemical safety and mitigating risks to human health and the environment. Traditional methods, reliant on animal models, are time-consuming, costly, and raise ethical ...

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