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It also highlights that the interaction among several disciplines, such as environ- mental/chemical engineering, biotechnology, mineralogy, chemistry and microbial ecology lays the foundation for a new type of approach for solving problems through efficient recovery solutions. 5. Conclusions This study evaluated the bio... |
[URL] 22. Hallberg ZF, Wang XC, Wright TA, Nan B, Ad O, Yeo J, Hammond MC (2016) Hybrid promiscuous (Hypr) GGDEF enzymes produce cyclic AMP-GMP (3', 3'-c GAMP). Proc Natl Acad Sci U S A 113(7):1790-1795. [URL] 23. Nelson JW, Breaker RR (2017) The lost language of the RNA World. Sci Signal 10(483). [URL] 24. Sudarsan N,... |
Journal of Environmental Management 250 (2019) 109502 Contents lists available at Science Direct Maviranmental Journal of Environmental Management ELSEVIER journal homepage: www. elsevier. com/locate/jenvman Research article Ni and Cu recovery by bioleaching from the printed circuit boards of mobile phones in non-conve... |
was less when compared to lower p H values (Fig. 2a). Metal recovery from LIB during the bioleaching process generally In contrast, the redox potential decreases as the pulp density happens by acid dissolution, but the presence of an oxidizing agent increases. In the first two days of bioleaching, a sharp reduction in ... |
describe, these efforts can be organized into a three- tiered hierarchy of modeling goals (Figure 1c): 1) Sequence-to-function goals, which seek to understand Sequence-to-function models for ML-driven relationships between nucleic acid (NA) sequences of design of genetic parts individual genetic parts and their effect ... |
067 d−1, 1. 24 and 0. 61 , respectively. Figure 9 shows the fitted curves on the experimental data of the conversion X(U) vs time. Also, Fig. 9 shows that the model with [ Fe3+]0. 61 has better fitting than the model with (Fe3+/Fe2+)0. 5, proving direct relation between uranium column bioleaching and [Fe3+]. Fig. 9 Exp... |
Experimental data (left) is represented as blue dots with error bars and the fitted model is represented as the yellow trace. Residuals of the fit (right) is also shown. S33 Curve-fitting Residuals P1-BA(5) (metal) 0. 0 Polymer excluded volume model 10-1 10-1 Q(A-1) Q(A-1) P6-HA (metal) 0. 3 0. 2 0. 1- 0. 0 10 -0. 2 Po... |
These defined or partially defined microbial communities are exposed to various growth conditions and contaminants to promote tolerance to more extreme conditions that may be encountered in some mineral processes or contaminated sites, with the ultimate goal of enhancing biomining and bioremediation efficiency. A summary ... |
This phenomenon was attributed to the increase of arsenic concentration in the pregnant leaching solution (PLA), which subsequently became inhibitory to the strain. Similarly, Park and Cho [ 49] leached valuable metals from mine waste by column experiments at room temperature. They satisfactorily leached Cu and iron fr... |
monteilii was also reported to be unable to use the following carbon sources: N-acetylglucosamine, esculin, m-aminobenzoate, p-aminobenzoate, 3-aminobutyrate, amygdalin, D-arabitol, L-arabitol, arbutin, L-cysteine, dulcitol, ethylamine, L-fucose,β-gentiobiose, glucosamine, glycogen, isophthalate, 5-ketogluconate, D-lyx... |
Anaerobic degradation of indolic compounds by sulfate-reducing enrichment cul-tures, and description of Desulfobacterium indolicum gen. nov. , sp. nov. Arch. Microbiol. 146: 170–176. Bale, S. J. , K. Goodman, P. A. Rochelle, J. R. Marchesi, J. C. Fry, A. J. Weightman and R. J. Parkes. 1997. Desulfovibrio profun- dussp.... |
Unfortunately, the flight experiment did not result in usable data due to a technical failure. Another example is the PBR@LSR project. In this project, a PBR inoculated with Chlorella vulgaris was brought to the ISS in 2019. The proposed experiment time was 6 months, but the experiment had to be terminated after a few w... |
A systematic approach in collecting the information is desirable to reduce the time or extraneous data requirements. In any flowsheet design and synthesis case, it is always recommended to start creating the flowsheet at a high level and gradually build the individual unit operations at the process level. This gives a ... |
1371/journal. pcbi. 1000312. Tshilombo, A. F. , 2006. Mechanism and kinetics of chalcopyrite passivation and depassivation during ferric and microbial leaching. Ph D thesis. University of British Columbia, Canada. Tuovinen, O. H. , Bhatti, T. M. , 1999. Microbiological leaching of uranium ores. Miner. Metall. Process. ... |
Within Lan TERN’s dynamicrange,wecalculated EC50 valuesfor Lan TERNtobe976n Mforlanthanumand4. 71 μMforytterbium,withnomeasurableresponsetocalcium (Supplemental Table1),copper(II), cobalt(II),iron(II), magnesium, ormanganese(Supplemental Figure9). Thisis Figure1. Rational engineering of EFhandmotifsconverts GCa MP into... |
The concentration of polysaccharide in EPS of at- there are only a few free metal ions, such as Fe3+, Fe2+, and tached cells in various growth phases decreases with the in- Cu2+ on the ore surface due to EPS bound action. It was re- crease in p H value as the following order: p H 1. 0 > 1. 5 > 2. 0 ported that Fe2 can ... |
C Results after 1 week at 80 °C. High conversion is mediate. B, C Percentage of different species formed during the Click Zip process achieved even for the slower-reacting Ln" ions (≥85% from Sm" to Lu" and Y"), as a function of the metal and time. Conditions: 0. 5 m M Ph L' and 1. 0 m M Ln" salt with low amounts of si... |
/ Chemical Geology 217 (2005) 147-169 Table 7 concentration investigated in this study, a single Estimates of n obtained from the chloride dependence of the straight line was sufficient to fit the data (except for solubility data Nd at 150 C, where the data show significant scatter), Ln PO4 T (C) n implying a relativel... |
6H,O Method/Apparatus/Procedure: at all temperatures; its density was determined to be Isothermal method with analysis of the saturated solutions was used. The components were equilibrated in glass containers with continuous stirring 2. 491 g cm-3 and molar volume 149. 8 cm. mol-1 at an un- in a cryostat for 10-12 d. W... |
, 1999. Modeling of Diffusion in a Micro -Cracked Composite Laminate Using Approximate Solutions. Journal of Composite Materials 33, 872 -905. Ilankoon, I. M. S. K. , Neethling, S. J. , 2016. Liquid spread mechanisms in packed beds and heaps. The separation of length and time scales due to particle porosity. Miner als ... |
Coupling between IX, in which the oxygen level is brought back to light transfer and growth kinetics. Biotechnol. Bioeng. 40, non limiting conditions (40%). In this case, com- 817-825. partment II recovers complete nitrification per- Cornet, J. F. , Dussap, C. G. , Cluzel, P. , Dubertet, G. , 1992b. A structured model ... |
a thiol-molecule/Cd²+ ratio of 2 at 100 μM or higher external Cd Cl, concentrations, physiological p H should suffice for complete the thiol-molecules/cadmiumacumulated ratio is <2, metal ion inactivation. However, at neutral p H indicating insufficient Cd2+ binding by thiol-mol- the Cd-2PC2 is also formed (approximate... |
2013;41:D636-47. 35 [31] Meyer BH, Zolghadr B, Peyfoon E, Pabst M, Panico M, Morris HR, et al. [43] Yarzabal A, Brasseur G, Ratouchniak J, Lund K, Lemesle-Meunier D, 76 36 Sulfoquinovose synthase - an important enzyme in the N-glycosylation De Moss JA, et al. The high-molecular-weight cytochrome c Cyc2 of 77 37 pathway... |
Garbometer: A methodology for comprehensive evaluation of municipal solid waste management systems. Proceedings of ISWA World Congress 2013, 7-11 October, Vienna, Austria. Vienna: International Solid Waste Association (ISWA). Polaz, C. N. M. & B. A. N. Teixeira (2009). Indicadores de sustentabilidade para a gestão muni... |
The solution was filtered after To prove the feasibility of the cycle, several experi- the bioleaching process was accomplished. Cu2+ in the ments were designed. 100 m L of adjusted 9K medium leachate was separated by displacement of iron power. was oxidized by bacteria first. And then, the supernatant Finally, the sol... |
org/10. 1016/j. jmb. 2106. 06056. cep. 2021. 108474. Li, L. , Cai, D. , Wang, C. , Han, J. , Ren, W. ,Zheng, J. , Wang, Z. , Tan, T. , 2015. Continuus Moghadami, F. , Fooladi, J. , Hosseini, R. , 2019. Introducing a thermotolerant L-lactic acid production from defatted rice bran hydrolysate using corn Stover Gluconobac... |
Mechanical Activation of Waste Phosphors 96 Five grams of the waste phosphors was mixed with se ven zirconia balls (diameter-15 mm) and fed 97 into a zirconia pot (inner volume-45 m L, inner diam eter-40 mm) for activation using a planetary 98 MANUSCRIPT ACCEPTED ACCEPTED MANUSCRIPT5 ball-mill (Fritsch P-7, Germany) un... |
, 2008; Illmer and PVK without Mn for Fe 62±98 14±2 68±45 Schinner, 1995; Rodriguez and Fraga, 1999; Souchie et al. , 2006). AMS 166 ± 25 9±4 102± 78 Also, REE-phosphates are known to have particularly low NBRIP 8±4 5±1 5±0 solubilities in water, on the order of 10-13 M (10-i g/L) (Firsching 343 Brisson et al. : Biolea... |
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abhi26/research-papers-gpt-neox
This dataset contains processed research papers optimized for GPT-NeoX-20B training.
The text has been cleaned, chunked to 2048 tokens, and formatted for causal language modeling.
Dataset Details
- Total Samples: 9993
- Unique Papers: 1017
- Average Tokens per Sample: 1965.4
- Token Range: 10 - 91659
- Max Token Limit: 2048
- Source Subdirectories: 1
Dataset Structure
Each sample contains:
text: The processed research paper text or chunk- Additional metadata available in some splits
Usage
from datasets import load_dataset
# Load the dataset
dataset = load_dataset("abhi26/research-papers-gpt-neox")
# Preview a sample
print(dataset['train'][0]['text'][:200])
Training Configuration
This dataset was created for training GPT-NeoX-20B with:
- Maximum sequence length: 2048 tokens
- Smart chunking to preserve semantic boundaries
- Research paper specific cleaning and preprocessing
Citation
If you use this dataset, please cite the original research papers and acknowledge the preprocessing pipeline.
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