Dash: Accelerating Distributed Private Convolutional Neural Network Inference with Arithmetic Garbled Circuits by Jonas Sander, Sebastian Berndt, Ida Bruhns, Thomas Eisenbarth

“…They commonly suffer from large performance overheads, big accuracy losses, and communication overheads that grow linearly in the depth of the neural network. To improve on these problems, we present Dash, a fast and distributed private convolutional neural network inference scheme secure against malicious attackers. …”
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Rapid Determination of 26 Pyrrolizidine Alkaloids in Milk Power and Liquid Milk by Solid Phase Extraction Combined with Ultra-high Performance Liquid Chromatography-Tandem Mass Spe... by CHEN Yankai

“…The calibration curves for the 26 PA compounds showed good linearity in the range of 1.0–40 ng/mL with determination coefficients (R2) greater than 0.992. …”
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Poseidon and Neptune: Gröbner Basis Cryptanalysis Exploiting Subspace Trails by Lorenzo Grassi, Katharina Koschatko, Christian Rechberger

“…In this paper, we revisit Gröbner basis (GB) attacks that exploit subspace trails to linearize some partial rounds, considering both sponge and compression modes. …”
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Morphine and codeine in racing horse feed: is there reason for concern? by Karačonji Irena Brčić, Jelača Tea, Jurič Andreja, Vrdoljak Ana Lucić

“…The method showed satisfactory linearity (R2>0.9980) in the tested concentration range (85–1600 ng/g), as well as good precision (RSD<4 %), accuracy (>95 %), and sensitivity (limit of detection 22 and 25 ng/g for morphine and codeine, respectively). …”
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Simultaneous determination of multiple persistent organic pollutants in soil by ultrasonic extract-gas chromatography-mass spectrometry by ZHANG Hao, HUANG Ronglang, CHEN Minyan, JIANG Jun, YANG Lan, CHEN Jian, LÜ Zhijiang, LIAO Min, WANG Haizhen, XU Jianming

“…Except for 2, 2′, 3, 3′, 4, 4′, 5, 5′, 6, 6′-decabromodiphenyl ether (BDE209), the other 41 POPs were efficiently separated within 23.83 min. Excellent linearity was observed in the concentration range of 20-1 000 µg/L for all POPs with the coefficients of determination (R²) of 0.997 5-0.999 9. …”
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Development of a stability-indicating UPLC method for quantification of mirvetuximab soravtansine-gynx in pharmaceutical formulations using quality by design (QbD) principles by K. V. Umamaheswara Rao, Neetu Shorgar

“…Results and discussion: The method validation demonstrates excellent linearity (R² = 0.991, p < 0.05) over 17.50–105 µg/mL. …”
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Optimal Allocation Method of Integrated Energy System Considering Joint Operation of Multiple Flexible Resources by DENG Qianwen, LI Qi, QIU Yibin, LI Doumeng, HUO Shasha, CHEN Weirong

“…To solve the nonlinearity, the large M method is adopted to linearize the model and complete the model solution. …”
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Development and Validation of a GC-MS/MS Method for the Simultaneous Quantification of Selected Compounds in Essential Oils by Ana Vučak, Glorija Golubić, Franko Burčul

“…All calibration curves showed good linearity (R2 ≥ 0.998), with the concentration ranges varying depending on the analyte (0.10–10.00 μg ml–1). …”
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Terahertz ribbon waveguide for sensing electrolyte concentration in phosphate-buffered saline solution by Ja-Yu Lu, Pin-Jung Lu, Borwen You

“…The transmission loss constant of the transverse-magnetic (TM) waveguide mode propagating on a PRW is used as the THz sensing signal and found to be linearly responded to the quantity of electrolytes adsorbed in the PRW core in the measurement of THz time-domain spectroscopy. …”
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Immunological Avalanches in Renal Immune Diseases by Davide Viggiano, Pietro Iulianiello, Antonio Mancini, Candida Iacuzzo, Luca Apicella, Renata Angela Di Pietro, Sarah Hamzeh, Giovanna Cacciola, Eugenio Lippiello, Andrea Gigliotti, Carmine Secondulfo, Giancarlo Bilancio, Giuseppe Gigliotti

“…Proteinuria exhibited precise log–log linearity in power law analysis, confirming near-critical-point system behavior. …”
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Determination and Ecological Risk Assessment of Quinolone Antibiotics in Drinking and Environmental Waters Using Fully Automated Disk-Based SPE Coupled with UPLC–MS/MS by Hongmei Hu, Xingyu Da, Zhenhua Li, Tiejun Li, Xiaoning Zhang, Tianbin Bian, Yanjian Jin, Kaida Xu, Yuanming Guo

“…Overall, the proposed automated disk-based SPE–UPLC–MS/MS method is highly efficient and sensitive, making it suitable for routine analysis of QNs in drinking and environmental waters.…”
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Development and Validation of a Highly Sensitive LC–MS/MS Method for the Precise Quantification of Sitagliptin in Human Plasma and Its Application to Pharmacokinetic Study by Yuna Song, Wang-Seob Shim, Eunseo Song, Yebeen Park, Bo-Hyung Kim, Sangmin Lee, Eun Kyoung Chung, Kyung-Tae Lee

“…Comprehensive validation in line with MFDS and FDA criteria demonstrates outstanding linearity (5–1000 ng/mL, r² > 0.998), alongside impressive levels of accuracy, precision, recovery and sample stability. …”
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Design of experiments-assisted UPLC method for quantification of nitrosamine impurities in glimepiride and lobeglitazone sulfate: A green chemistry approach by KiranKumar Chagarlamudi, Venkata Kanaka Srivani Maddala, Kumaraswamy Gandla

“…The method was validated in accordance with ICH guidelines, demonstrating excellent linearity (r² > 0.999), high accuracy, and precision, with low relative standard deviation values. …”
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Design Considerations for 1.6 Tbit/s Data Center Interconnects: Evaluating IM/DD and Coherent Transmission over O-Band Transmission Window by Adrian A. Juarez, Yanjun Zhu, Xin Chen, Ming-Jun Li

“…However, understanding the limitations imposed by factors like chromatic dispersion (CD) and fiber non-linearity (FWM) is crucial, particularly in different scenarios, such as operating at 8 × 100 GBaud PAM4 in an LWDM-8 configuration. …”
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A Simple and Sensitive RP-UPLC Method for the Simultaneous Determination of N-Hydroxybenzotriazole, Cinchonidine and 1,3-Dicyclohexyl Urea Contents in Fosinopril Sodium Drug Substa... by M. Narendra Kumar, V. Krishna Reddy, Hemant Kumar Sharma, T. Kaleemullah, T. Chandra Sekhar Reddy, G. Thirupathi Reddy, N. Sreenivas, Goutam Sen

“…The method was validated for specificity, sensitivity, linearity, precision, accuracy and solution stability. …”
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Thermal-mechanical coupled stress prediction of printed circuit heat exchanger in the supercritical CO2 Brayton cycle by Junlin Chen, Wenhai Du, Keyong Cheng, Xunfeng Li, Xiulan Huai, Jiangfeng Guo, Pengfei Lv, Hongsheng Dong

“…The results reveal that mechanical stress is most sensitive to cold-side pressure, while thermal stress correlates linearly with temperature gradients. Dimensional analysis yielded predictive formulas for thermal stress (±13.3 % error) and mechanical stress (±14.3 % error), validated against finite element method results. …”
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Experimental and numerical investigation of the morphological changes of a natural limestone-based CO2 sorbent over repeated carbonation-calcination cycles by Maximilian Krödel, Dominic Spescha, Agnieszka Kierzkowska, Felix Donat, Christoph R. Müller

“…Throughout the carbonation reaction in the 1st and 10th cycle, the observed carbonation rate decreases linearly with the decreasing total surface area of the sorbent. …”
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Three‐dimensional characterization of particle morphology in natural gravel and blasted rock fragments using SfM‐MVS photogrammetry by Hongchen Liu, Zitao Zhang, Huaizhi Su, Xuedong Zhang, Jing Hu

“…The relationship between size and particle shape shows that form ratios and associated shape descriptors change linearly with the logarithm of size; larger particles approach spherical or cubic forms. …”
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A Dual-Band Dual-Polarized Antenna for Harvesting in Cellular and Digital Terrestrial Television Bands by Khatereh Nadali, Neeraj Kumar Maurya, Patrick McEvoy, Max J. Ammann

“…This antenna is a significant advancement in the field, boasting a wide circularly polarized 610-968 MHz bandwidth and a linearly polarized bandwidth covering the GSM/4G 1800 MHz band. …”
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Greens assessment of RP-UPLC method for estimating Triamcinolone Acetonide and its degraded products compared to Box-Behnken and Six Sigma designs by Hossam M. Nassef, Hoda A. Ahmed, Mohamed A. El-Atawy, Tahani Y. A. Alanazi, Mahmoud A. Mohamed

“…Calibration curves were constructed to assess the linearity of TRA within the concentration range of 2.5-50 µg/mL, yielding correlation coefficients (r = 0.9999). …”
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