Network


Latest external collaboration on country level. Dive into details by clicking on the dots.

Hotspot


Dive into the research topics where G.A. Varga is active.

Publication


Featured researches published by G.A. Varga.


Journal of Dairy Science | 2012

Rumen-protected lysine, methionine, and histidine increase milk protein yield in dairy cows fed a metabolizable protein-deficient diet

C. Lee; A.N. Hristov; T.W. Cassidy; K.S. Heyler; H. Lapierre; G.A. Varga; M.J. de Veth; R.A. Patton; C. Parys

The objective of this experiment was to evaluate the effect of supplementing a metabolizable protein (MP)-deficient diet with rumen-protected (RP) Lys, Met, and specifically His on dairy cow performance. The experiment was conducted for 12 wk with 48 Holstein cows. Following a 2-wk covariate period, cows were blocked by DIM and milk yield and randomly assigned to 1 of 4 diets, based on corn silage and alfalfa haylage: control, MP-adequate diet (ADMP; MP balance: +9 g/d); MP-deficient diet (DMP; MP balance: -317 g/d); DMP supplemented with RPLys (AminoShure-L, Balchem Corp., New Hampton, NY) and RPMet (Mepron; Evonik Industries AG, Hanau, Germany; DMPLM); and DMPLM supplemented with an experimental RPHis preparation (DMPLMH). The analyzed crude protein content of the ADMP and DMP diets was 15.7 and 13.5 to 13.6%, respectively. The apparent total-tract digestibility of all measured nutrients, plasma urea-N, and urinary N excretion were decreased by the DMP diets compared with ADMP. Milk N secretion as a proportion of N intake was greater for the DMP diets compared with ADMP. Compared with ADMP, dry matter intake (DMI) tended to be lower for DMP, but was similar for DMPLM and DMPLMH (24.5, 23.0, 23.7, and 24.3 kg/d, respectively). Milk yield was decreased by DMP (35.2 kg/d), but was similar to ADMP (38.8 kg/d) for DMPLM and DMPLMH (36.9 and 38.5kg/d, respectively), paralleling the trend in DMI. The National Research Council 2001model underpredicted milk yield of the DMP cows by an average (±SE) of 10.3 ± 0.75 kg/d. Milk fat and true protein content did not differ among treatments, but milk protein yield was increased by DMPLM and DMPLMH compared with DMP and was not different from ADMP. Plasma essential amino acids (AA), Lys, and His were lower for DMP compared with ADMP. Supplementation of the DMP diets with RP AA increased plasma Lys, Met, and His. In conclusion, MP deficiency, approximately 15% below the National Research Council requirements from 2001, decreased DMI and milk yield in dairy cows. Supplementation of the MP-deficient diet with RPLys and RPMet diminished the difference in DMI and milk yield compared with ADMP and additional supplementation with RPHis eliminated it. As total-tract fiber digestibility was decreased with the DMP diets, but DMI tended to increase with RP AA supplementation, we propose that, similar to monogastric species, AA play a role in DMI regulation in dairy cows. Our data implicate His as a limiting AA in high-producing dairy cows fed corn silage- and alfalfa haylage-based diets, deficient in MP. The MP-deficient diets clearly increased milk N efficiency and decreased dramatically urinary N losses.


Journal of Dairy Science | 2008

Effect on production of replacing dietary starch with sucrose in lactating dairy cows.

G.A. Broderick; N.D. Luchini; S.M. Reynal; G.A. Varga; V.A. Ishler

Replacing dietary starch with sugar has been reported to improve production in dairy cows. Two sets of 24 Holstein cows averaging 41 kg/d of milk were fed a covariate diet, blocked by days in milk, and randomly assigned in 2 phases to 4 groups of 6 cows each. Cows were fed experimental diets containing [dry matter (DM) basis]: 39% alfalfa silage, 21% corn silage, 21% rolled high-moisture shelled corn, 9% soybean meal, 2% fat, 1% vitamin-mineral supplement, 7.5% supplemental nonstructural carbohydrate, 16.7% crude protein, and 30% neutral detergent fiber. Nonstructural carbohydrates added to the 4 diets were 1) 7.5% corn starch, 0% sucrose; 2) 5.0% starch, 2.5% sucrose; 3) 2.5% starch, 5.0% sucrose; or 4) 0% starch, 7.5% sucrose. Cows were fed the experimental diets for 8 wk. There were linear increases in DM intake and milk fat content and yield, and linear decreases in ruminal concentrations of ammonia and branched-chain volatile fatty acids, and urinary excretion of urea-N and total N, and urinary urea-N as a proportion of total N, as sucrose replaced corn starch in the diet. Despite these changes, there was no effect of diet on microbial protein formation, estimated from total purine flow at the omasum or purine derivative excretion in the urine, and there were linear decreases in both milk/DM intake and milk N/N-intake when sucrose replaced dietary starch. However, expressing efficiency as fat-corrected milk/DM intake or solids-corrected milk/DM intake indicated that there was no effect of sucrose addition on nutrient utilization. Replacing dietary starch with sucrose increased fat secretion, apparently via increased energy supply because of greater intake. Positive responses normally correlated with improved ruminal N efficiency that were altered by sucrose feeding were not associated with increased protein secretion in this trial.


Journal of Dairy Science | 2010

Effect of Saccharomyces cerevisiae fermentation product on ruminal fermentation and nutrient utilization in dairy cows.

A.N. Hristov; G.A. Varga; T.W. Cassidy; M. Long; K. Heyler; S.K.R. Karnati; B. Corl; Carolyn J. Hovde; I. Yoon

The goal of this experiment was to investigate the effect of yeast culture (Saccharomyces cerevisiae) on rumen fermentation, nutrient utilization, and ammonia and methane emission from manure in dairy cows. Eight ruminally cannulated Holstein cows were allocated to 2 dietary treatments in a crossover design. Treatments were control (no yeast culture) and XP (yeast culture, fed at 56 g/head per day; XP, Diamond V Mills Inc., Cedar Rapids, IA). Dry matter intake, milk yield, milk composition, and body weight were similar between treatments. Milk urea nitrogen concentration was also not affected by treatment. Rumen pH was similar between the control and XP treatments, but rumen ammonia concentration tended to be lower with XP than with the control. Treatment had no effect on concentrations of total or individual volatile fatty acids, protozoal counts, polysaccharide-degrading activities (except amylase activity that tended to be increased by XP), or methane production in the rumen. Urinary N losses did not differ significantly between treatments, but allantoin and total purine derivative excretions and the estimated microbial N outflow from the rumen tended to be increased by XP compared with the control treatment. Total-tract apparent digestibility of dietary nutrients was not affected by XP. Milk fatty acid composition was also not altered by XP supplementation. Cumulative (253 h) ammonia and methane emissions from manure, measured in a steady-state gas emission system, were slightly decreased by XP. Overall, the yeast culture tested had little effect on ruminal fermentation, digestibility, or N losses, but tended to reduce rumen ammonia concentration and increase microbial protein synthesis in the rumen, and decreased ammonia and methane emissions from manure.


Journal of Dairy Science | 2012

Effects of metabolizable protein supply and amino acid supplementation on nitrogen utilization, milk production, and ammonia emissions from manure in dairy cows

C. Lee; A.N. Hristov; K.S. Heyler; T.W. Cassidy; H. Lapierre; G.A. Varga; C. Parys

Two experiments were conducted with the objective of investigating the effects of rumen-protected methionine (RPMet) supplementation of metabolizable protein (MP)-deficient or MP-adequate but Met-deficient diets on dairy cow performance. Experiment (Exp.) 1 utilized 36 Holstein dairy cows blocked in 12 blocks of 3 cows each. Cows within block were assigned to one of the following dietary treatments: (1) MP-adequate diet [AMP; positive MP balance according to the National Research Council (2001) dairy model]; (2) an MP-deficient diet supplemented with 100g of rumen-protected Lys (RPLys)/cow per day (DMPL); and (3) DMPL supplemented with 24 g of RPMet/cow per day (DMPLM). Experiment 2 utilized 120 Holstein cows assigned to 6 pens of 20 cows each. Pens (3 per treatment) were assigned to one of the following dietary treatments: (1) AMP diet supplemented with 76 g of RPLys/cow per day (AMPL); and (2) AMPL (74 g of RPLys/cow per day) supplemented with 24 g of RPMet/cow per day (AMPLM). Each experiment lasted for 10 wk (2-wk adaptation and 8-wk experimental periods) following a 2-wk covariate period (i.e., a total of 12 wk). In Exp. 1, the MP-deficient diets decreased apparent total-tract nutrient digestibility but had no statistical effect on dry matter intake (DMI), milk yield, or milk fat percentage and yield. Compared with AMP, DMPL decreased milk protein content; both DMPL and DMPLM diets decreased milk protein yield. Urinary N losses and milk urea-N concentration were decreased by the MP-deficient diets compared with AMP. The ammonia emitting potential of manure from the MP-deficient diets was decreased by about 37% compared with that of AMP manure. Plasma Lys and Met concentrations were not affected by treatment, but concentrations of His, Thr, and Val were lower for the MP-deficient diets compared with AMP. In Exp. 2, the AMPLM diet had lower milk yield than AMPL due to numerically lower DMI; no other effects were observed in Exp. 2. In conclusion, feeding MP-deficient diets supplemented with RPLys and RPMet did not statistically decrease milk yield in dairy cows in Exp. 1. However, without RPMet supplementation, milk protein content was decreased compared with the MP-adequate diet. Other amino acids, possibly His, may limit milk production in MP-deficient, corn or corn silage-based diets. A summary of 97 individual cow data from trials in which MP-deficient diets were fed suggested the National Research Council (2001) model under-predicts milk yield in cows fed MP-deficient diets (MP balance of -20 to -666 g/d) in a linear manner: milk yield under-prediction [National Research Council (2001) MP-allowable milk yield, kg/d - actual milk yield, kg/d] = 0.0991 (±0.0905) + 0.0230 (±0.0003) × MP balance, g/d (R(2)=0.99).


Journal of Dairy Science | 2011

Short communication: Heritability of gross feed efficiency and associations with yield, intake, residual intake, body weight, and body condition score in 11 commercial Pennsylvania tie stalls

J.E. Vallimont; C.D. Dechow; J.M. Daubert; M.W. Dekleva; J.W. Blum; C.M. Barlieb; Wan-Sheng Liu; G.A. Varga; A.J. Heinrichs; Craig R. Baumrucker

The objectives of this study were to calculate the heritability of feed efficiency and residual feed intake, and examine the relationships between feed efficiency and other traits of productive and economic importance. Intake and body measurement data were collected monthly on 970 cows in 11 tie-stall herds for 6 consecutive mo. Measures of efficiency for this study were: dry matter intake efficiency (DMIE), defined as 305-d fat-corrected milk (FCM)/305-d DMI, net energy for lactation efficiency (NELE), defined as 305-d FCM/05-d NEL intake, and crude protein efficiency (CPE), defined as 305-d true protein yield/305-d CP intake. Residual feed intake (RFI) was calculated by regressing daily DMI on daily milk, fat, and protein yields, body weight (BW), daily body condition score (BCS) gain or loss, the interaction between BW and BCS gain or loss, and days in milk (DIM). Data were analyzed with 3- and 4-trait animal models and included 305-d FCM or protein yield, DM, NEL, or CP intake, BW, BCS, BCS change between DIM 1 and 60, milk urea nitrogen, somatic cell score, RFI, or an alternative efficiency measure. Data were analyzed with and without significant covariates for BCS and BCS change between DIM 1 and 60. The average DMIE, NELE, and CPE were 1.61, 0.98, and 0.32, respectively. Heritability of gross feed efficiency was 0.14 for DMIE, 0.18 for NELE, and 0.21 for CPE, and heritability of RFI was 0.01. Body weight and BCS had high and negative correlations with the efficiency traits (-0.64 to -0.70), indicating that larger and fatter cows were less feed efficient than smaller and thinner cows. When BCS covariates were included in the model, cows identified as being highly efficient produced 2.3 kg/d less FCM in early lactation due to less early lactation loss of BCS. Results from this study suggest that selection for higher yield and lower BW will increase feed efficiency, and that body tissue mobilization should be considered.


Animal Feed Science and Technology | 1995

Botanical fractions of rice straw colonized by white-rot fungi: changes in chemical composition and structure

K. Karunanandaa; G.A. Varga; Danny E. Akin; Luanne L. Rigsby; Daniel J. Royse

Three species of white-rot fungi (Cyathus stercoreus (Cs) ATCC-36910, Phanerochaete chrysosporium (Pc) BKM, and Pleurotus sajor-caju (Ps) 537) were grown on leaf blade (leaf) or stem plus leaf sheath (stem) of rice straw for 30 d by solid state fermentation (SSF). Physical and chemical methods were employed to evaluate substrate specificity, substrate composition and histology. Changes in histology of decayed material were evaluated before and after ruminal digestion by scanning electron microscopy (SEM) and transmission electron microscopy (TEM). Control leaf and stem were similar in IVDMD (38%), although leaf was higher in crude protein and lower in cell wall compared to stem (3.7 vs. 2.8%; 73.9 vs. 80.7%, respectively). The changes were due mostly to a higher concentration of silica in leaf compared to stem (17.0 vs. 13.1%). After 30 d of SSF, Cs and Ps increased the IVDMD of leaf from 38.1 to 49 and 46.3%, respectively, by selective degradation of hemicellulose as opposed to cellulose. In contrast, Pc degraded cellulose and hemicellulose indiscriminately in leaf and lowered the IVDMD of leaf to 30.1%. Partially degraded lignin, silica and hemicellulose of leaf were negatively correlated (r) with IVDMD in contrast to cellulose (r = −0.49, −0.54, −0.16 and 0.85, respectively). Prediction of IVDMD of fungal-decayed leaf was primarily a function of hemicellulose and cellulose with a coefficient of IVDMD = −0.155 + 2.14 (cellulose) −0.87 (hemicellulose); R2 = 0.98. Stem decayed by Pc and Cs became less digestible compared to the control (18.5 and 20.3% vs. 39.7%, respectively), although hemicellulose and cellulose of stem were poorly degraded after SSF. Only Ps improved the IVDMD of stem compared to the control (44.1 vs. 39.7%). SEM sections of leaf decayed by Pc showed complete degradation of mesophyll but the more recalcitrant vascular and epidermal tissues resisted rumen degradation and resulted in lower IVDMD. Leaf tissues colonized by Cs and Ps showed presence of all tissues but after 72 h rumen microorganisms completely degraded mesophyll tissue which resulted in a higher IVDMD. Observation of TEM sections showed that fungal treatment facilitated rumen microbial penetration of lignified tissues. Improvement of digestibility of decayed straw depends upon the fungal species, the plant substrates and the botanical fractions.


Journal of Dairy Science | 2010

Genetic parameters of feed intake, production, body weight, body condition score, and selected type traits of Holstein cows in commercial tie-stall barns.

J.E. Vallimont; C.D. Dechow; J.M. Daubert; M.W. Dekleva; J.W. Blum; C.M. Barlieb; Wan-Sheng Liu; G.A. Varga; A.J. Heinrichs; Craig R. Baumrucker

The objectives of this study were to determine the feasibility of measuring feed intake in commercial tie-stall dairies and infer genetic parameters of feed intake, yield, somatic cell score, milk urea nitrogen, body weight (BW), body condition score (BCS), and linear type traits of Holstein cows. Feed intake, BW, and BCS were measured on 970 cows in 11 Pennsylvania tie-stall herds. Historical test-day data from these cows and 739 herdmates who were contemporaries during earlier lactations were also included. Feed intake was measured by researchers once per month over a 24-h period within 7 d of 6 consecutive Dairy Herd Information test days. Feed samples from each farm were collected monthly on the same day that feed intake was measured and were used to calculate intakes of dry matter, crude protein, and net energy of lactation. Test-day records were analyzed with multiple-trait animal models, and 305-d fat-corrected milk yield, dry matter intake, crude protein intake, net energy of lactation intake, average BW, and average BCS were derived from the test-day models. The 305-d traits were also analyzed with multiple-trait animal models that included a prediction of 40-wk dry matter intake derived from National Research Council equations. Heritability estimates for 305-d intake of dry matter, crude protein, and net energy of lactation ranged from 0.15 to 0.18. Genetic correlations of predicted dry matter intake with 305-d dry matter, crude protein, and net energy of lactation intake were 0.84, 0.90, and 0.94, respectively. Genetic correlations among the 3 intake traits and fat-corrected milk yield, BW, and stature were moderate to high (0.52 to 0.63). Results indicate that feed intake measured in commercial tie-stalls once per month has sufficient accuracy to enable genetic research. High-producing and larger cows were genetically inclined to have higher feed intake. The genetic correlation between observed and predicted intakes was less than unity, indicating potential variation in feed efficiency.


Animal Feed Science and Technology | 1996

Colonization of rice straw by white-rot fungi (Cyathus stercoreus): Effect on ruminal fermentation pattern, nitrogen metabolism, and fiber utilization during continuous culture

K. Karunanandaa; G.A. Varga

Experimental diets consisted of fungal treated or untreated rice straw: concentrate 75:25 on a DM basis and ground through a 1 mm sieve. Fungal treated rice straw (FRS) and untreated rice straw (C) diets were formulated to be isonitrogenous (11% crude protein; CP), but varied in total nonstructural carbohydrates, neutral detergent fiber and acid detergent fiber (18.3 vs. 11.4%; 49.7 vs. 61.0%; 45.0 vs. 47.5%), respectively. Four fermenters were inoculated with ruminal fluid from a ruminally cannulated lactating Holstein cow fed a total mixed ration consisting of 50% silage: 50% grain (DM basis). A randomized complete block design was used with diets replicated within each experimental period and four times across periods. Each period was 10 days in length, 7 days for adaptation followed by 3 days for sample collection. Digesta solid and liquid dilution rates were 0.055 h−1. Apparent and true digestion of DM and OM of the FRS-diet was higher (P < 0.05) compared with the C-diet. Fungal treatment increased (P < 0.05) the digestibility of the major fiber component, cellulose, compared to the C-diet (61.1 vs. 48.8%). Actual quantities of nutrients digested per unit time indicated that fungal treatment increased cellulose digestion by 27% but decreased hemicellulose digestion by 37%, when compared with the C-diet. Arabinose and xylose from FRS-diet were less digestible, however glucose digestion was increased by 38% compared with the C-diet. Increased digestion of carbohydrates from FRS-diet resulted in an increase (P < 0.05) on production of total volatile fatty acids (VFA) compared with the C-diet. Increased VFA production of FRS-diet was due to increased molar proportion (moles 100 moles−1) of propionate and butyrate (28.8 vs. 24.2; 13.1 vs. 7.9), respectively. Branched chain VFA production was not detectable with the FRS-diet when compared with an average of 2.6 moles 100 moles−1 for the C-diet. A similar pattern of inhibition was found with ammonia-N production with FRS-diet compared with the C-diet (0.77 vs. 22.3 mg dl−1). Nitrogen metabolism of FRS-diet resulted in lower true digestion of CP and microbial protein synthesis compared with the C-diet, resulting in increased dietary-N flow. This study demonstrated that fungal treatment increased fiber digestibility by increasing the availability of cellulose but decreasing CP availability for rumen microbial digestion.


Journal of Dairy Science | 2011

Rumen fermentation and production effects of Origanum vulgare L. leaves in lactating dairy cows

J.A. Tekippe; A.N. Hristov; K.S. Heyler; T.W. Cassidy; V.D. Zheljazkov; J.F.S. Ferreira; S.K.R. Karnati; G.A. Varga

A lactating cow trial was conducted to study the effects of dietary addition of oregano leaf material (Origanum vulgare L.; OV; 0, control vs. 500 g/d) on ruminal fermentation, methane production, total tract digestibility, manure gas emissions, N metabolism, organoleptic characteristics of milk, and dairy cow performance. Eight primiparous and multiparous Holstein cows (6 of which were ruminally cannulated) were used in a crossover design trial with two 21-d periods. Cows were fed once daily. The OV material was top-dressed and mixed with a portion of the total mixed ration. Cows averaged 80 ± 12.5 d in milk at the beginning of the trial. Rumen pH, concentration of total and individual volatile fatty acids, microbial protein outflow, and microbial profiles were not affected by treatment. Ruminal ammonia-N concentration was increased by OV compared with the control (5.3 vs. 4.3mM). Rumen methane production, which was measured only within 8h after feeding, was decreased by OV. Intake of dry matter (average of 26.6 ± 0.83 kg/d) and apparent total tract digestibly of nutrients did not differ between treatments. Average milk yield, milk protein, lactose, and milk urea nitrogen concentrations were unaffected by treatment. Milk fat content was increased and 3.5% fat-corrected milk yield tended to be increased by OV, compared with the control (3.29 vs. 3.12% and 42.4 vs. 41.0 kg/d, respectively). Fat-corrected (3.5%) milk feed efficiency and milk net energy for lactation (NE(L)) efficiency (milk NE(L) ÷ NE(L) intake) were increased by OV compared with the control (1.64 vs. 1.54 kg/kg and 68.0 vs. 64.4%, respectively). Milk sensory parameters were not affected by treatment. Urinary and fecal N losses, and manure ammonia and methane emissions were unaffected by treatment. Under the current experimental conditions, supplementation of dairy cow diets with 500 g/d of OV increased milk fat concentration, feed and milk NE(L) efficiencies, and tended to increase 3.5% fat-corrected milk yield. The sizable decrease in rumen methane production with the OV supplementation occurred within 8h after feeding and has to be interpreted with caution due to the large within- and between-animal variability in methane emission estimates. The OV was introduced into the rumen as a pulse dose at the time of feeding, thus most likely having larger effect on methane production during the period when methane data were collected. It is unlikely that methane production will be affected to the same extent throughout the entire feeding cycle.


Journal of Dairy Science | 2013

Effect of Origanum vulgare L. leaves on rumen fermentation, production, and milk fatty acid composition in lactating dairy cows

A.N. Hristov; C. Lee; T.W. Cassidy; K.S. Heyler; J.A. Tekippe; G.A. Varga; B. Corl; Robin C. Brandt

This experiment investigated the effects of dietary supplementation of Origanum vulgare L. leaf material (OR) on rumen fermentation, production, and milk fatty acid composition in dairy cows. The experimental design was a replicated 4 × 4 Latin square with 8 rumen-cannulated Holstein cows and 20-d experimental periods. Treatments were control (no OR supplementation), 250 g/cow per day OR (LOR), 500 g/d OR (MOR), and 750 g/d OR (HOR). Oregano supplementation had no effect on rumen pH, volatile fatty acid concentrations, and estimated microbial protein synthesis, but decreased ammonia concentration and linearly decreased methane production per unit of dry matter intake (DMI) compared with the unsupplemented control: 18.2, 16.5, 11.7, and 13.6g of methane/kg of DMI, respectively. Proportions of rumen bacterial, methanogen, and fungal populations were not affected by treatment. Treatment had no effect on total-tract apparent digestibility of dietary nutrients, except neutral detergent fiber digestibility was slightly decreased by all OR treatments compared with the control. Urinary N losses and manure odor were not affected by OR, except the proportion of urinary urea N in the total excreted urine N tended to be decreased compared with the control. Oregano linearly decreased DMI (28.3, 28.3, 27.5, and 26.7 kg/d for control, LOR, MOR, and HOR, respectively). Milk yield was not affected by treatment: 43.4, 45.2, 44.1, and 43.4 kg/d, respectively. Feed efficiency was linearly increased with OR supplementation and was greater than the control (1.46, 1.59, 1.60, and 1.63 kg/kg, respectively). Milk composition was unaffected by OR, except milk urea-N concentration was decreased. Milk fatty acid composition was not affected by treatment. In this short-term study, OR fed at 250 to 750 g/d decreased rumen methane production in dairy cows within 8h after feeding, but the effect over a 24-h feeding cycle has not been determined. Supplementation of the diet with OR linearly decreased DMI and increased feed efficiency. Oregano had no effects on milk fatty acid composition.

Collaboration


Dive into the G.A. Varga's collaboration.

Top Co-Authors

Avatar

T.W. Cassidy

Pennsylvania State University

View shared research outputs
Top Co-Authors

Avatar

L.D. Muller

Pennsylvania State University

View shared research outputs
Top Co-Authors

Avatar

A.N. Hristov

Pennsylvania State University

View shared research outputs
Top Co-Authors

Avatar

A.J. Heinrichs

Pennsylvania State University

View shared research outputs
Top Co-Authors

Avatar

K.S. Heyler

Pennsylvania State University

View shared research outputs
Top Co-Authors

Avatar

J.E. Vallimont

Pennsylvania State University

View shared research outputs
Top Co-Authors

Avatar

C. Lee

Pennsylvania State University

View shared research outputs
Top Co-Authors

Avatar

C.J. Canale

Pennsylvania State University

View shared research outputs
Top Co-Authors

Avatar

Neil E Brown

Pennsylvania State University

View shared research outputs
Top Co-Authors

Avatar

V.A. Ishler

Pennsylvania State University

View shared research outputs
Researchain Logo
Decentralizing Knowledge